{"id":"W2065175988","doi":"10.7202/040715ar","title":"La science politique et les sciences humaines au collégial","year":2008,"lang":"fr","type":"article","venue":"Politique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep André Laurendeau","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009895799,0.000243747,0.0002652683,0.0002640514,0.005615772,0.0001732597,0.0008170825,0.0003747336,0.0002229017],"category_scores_gemma":[0.00361972,0.0002590397,0.0001220781,0.001278164,0.04893512,0.001268513,0.00009461276,0.0004709067,0.00004934345],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006936996,"about_ca_system_score_gemma":0.01081841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04675148,"about_ca_topic_score_gemma":0.002139024,"domain_scores_codex":[0.9948879,0.002308905,0.0003846757,0.0005763268,0.0006382509,0.001203973],"domain_scores_gemma":[0.9955603,0.00320182,0.000195949,0.0001977991,0.000453688,0.0003904728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001059958,0.0001063906,0.03965197,0.00002109452,0.000008551449,0.000003204298,0.06463359,0.000008698232,0.00004950361,0.8945639,0.000752671,0.0001993596],"study_design_scores_gemma":[0.0004392568,0.0002420243,0.3185529,0.0002770855,0.00003630566,0.0003195454,0.2202678,0.00004940241,0.0005047722,0.2608837,0.1974922,0.0009350073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5315545,0.0007722878,0.0001472352,0.08633684,0.002528475,0.0001816067,0.00003787016,0.00007517729,0.3783661],"genre_scores_gemma":[0.9792076,0.00371544,0.002139837,0.001617887,0.005371332,0.00005049449,0.000007670951,0.0000184016,0.007871295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6336802,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2757818694258048,"score_gpt":0.4976552639496843,"score_spread":0.2218733945238796,"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."}}