{"id":"W2980243937","doi":"10.7202/1064618ar","title":"PATRICE DESBIENS","year":2019,"lang":"fr","type":"article","venue":"Voix et Images","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Sainte-Anne","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008704213,0.0001511393,0.0001910943,0.00002744403,0.0002756563,0.0001868834,0.0004569985,0.0001511885,0.002945013],"category_scores_gemma":[0.0001975673,0.0001478042,0.0001355466,0.0009145843,0.0005701517,0.0007947077,0.00009049731,0.0002117519,0.005017557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305026,"about_ca_system_score_gemma":0.000326522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05589164,"about_ca_topic_score_gemma":0.003070871,"domain_scores_codex":[0.9979621,0.0002578601,0.0001820567,0.0003612301,0.0006108224,0.0006259299],"domain_scores_gemma":[0.9990755,0.0002882708,0.0001654781,0.0002027176,0.00009566594,0.0001723478],"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":[0.00001312719,0.0002527774,0.09759133,0.00008365917,0.00004192491,0.00003617545,0.04416898,0.00006668283,0.0007257824,0.127412,0.589539,0.1400686],"study_design_scores_gemma":[0.0001683752,0.00006676056,0.05812258,0.00004666228,0.00001767387,0.000001737914,0.00517501,0.00004074783,0.0001168057,0.003999657,0.9319939,0.0002500892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5684639,0.01605402,0.0002294675,0.1934523,0.00987855,0.0004619031,0.001349569,0.0001207739,0.2099895],"genre_scores_gemma":[0.4467149,0.003032292,0.0005579698,0.0010233,0.0005825643,0.000004452746,0.000001147548,0.00001190437,0.5480715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3424549,"threshold_uncertainty_score":0.9979664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014161380015412,"score_gpt":0.3187267298679899,"score_spread":0.2985851160678358,"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."}}