{"id":"W4240875120","doi":"10.7202/1006087ar","title":"Liminaire","year":2010,"lang":"fr","type":"article","venue":"Revue de l’Université de Moncton","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001733748,0.0002195352,0.0002472082,0.0001109375,0.0005833437,0.0001541894,0.0002719596,0.0002008111,0.004626558],"category_scores_gemma":[0.00006451174,0.0002790058,0.0001596444,0.0002155109,0.0001166502,0.0006172218,0.0005486672,0.0003692874,0.001287201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857715,"about_ca_system_score_gemma":0.00003297779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295922,"about_ca_topic_score_gemma":0.0071893,"domain_scores_codex":[0.9989491,0.000009654631,0.0001545484,0.0003051425,0.00005237448,0.0005291915],"domain_scores_gemma":[0.9993874,0.00004075815,0.0001357814,0.0002685326,0.0001199518,0.00004761632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002167035,0.0002793874,0.3681614,0.00141264,0.0003169187,0.0008368363,0.003251165,0.0005147486,0.003408817,0.1640197,0.3524217,0.1051601],"study_design_scores_gemma":[0.0004420634,0.00001748814,0.07354962,0.00008158869,0.000161277,0.00003369052,0.0007764467,0.008379008,0.00009233604,0.0002804954,0.9158809,0.000305063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7942646,0.002644205,0.00005248025,0.0277774,0.001803069,0.0001506415,0.00001092792,0.00005952688,0.1732372],"genre_scores_gemma":[0.8850278,0.001955489,0.0003965651,0.001494441,0.00346936,0.000003418897,0.00002410789,0.00004975449,0.107579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5634592,"threshold_uncertainty_score":0.9999662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00804144445537522,"score_gpt":0.1723529900717864,"score_spread":0.1643115456164112,"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."}}