{"id":"W4375864788","doi":"10.1522/revueot.v32n1.1558","title":"Isabelle T. Rivard, directrice du Créneau d’excellence agroalimentaire Agroboréal au Saguenay-Lac-Saint-Jean","year":2023,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"SAINT; Excellence; Art; Philosophy; Art history; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001996662,0.001116618,0.0008346158,0.001266838,0.002770502,0.004553318,0.001178639,0.003584624,0.09253975],"category_scores_gemma":[0.004728257,0.0004359914,0.0003230069,0.001467252,0.0009137919,0.003185059,0.001888881,0.003910256,0.05071379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163367,"about_ca_system_score_gemma":0.004611846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05735926,"about_ca_topic_score_gemma":0.06311221,"domain_scores_codex":[0.9979126,0.0003582267,0.00005983327,0.0004809167,0.0008827092,0.0003056884],"domain_scores_gemma":[0.9960645,0.0006639421,0.0002636333,0.00006984368,0.001797378,0.001140729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003136047,0.00001058584,0.0002826952,0.0001725139,0.000006971823,0.00008991342,0.0005347091,0.00004359247,0.000183653,0.005970489,0.9619259,0.03074752],"study_design_scores_gemma":[0.000002924818,0.000005274673,0.0005606627,0.00005910456,0.000001863345,0.0000852611,0.0002966812,0.00001806695,0.0000694476,0.0002938364,0.9985999,0.000006839534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001999693,0.3194591,0.003263755,0.3880103,0.09645838,0.0001225885,0.0009709859,0.0009773707,0.1887378],"genre_scores_gemma":[0.01267333,0.06066684,0.001187259,0.02051432,0.005392125,0.00007460424,0.0004246314,0.000446519,0.8986205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9074603,"threshold_uncertainty_score":0.3095763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869405317893153,"score_gpt":0.2346930867883915,"score_spread":0.21599903360946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}