{"id":"W2799480916","doi":"10.3406/stice.2012.1034","title":"Le cas du Québec","year":2012,"lang":"fr","type":"article","venue":"Sciences et Technologies de l Information et de la Communication pour l Éducation et la Formation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01701317,0.0002526056,0.0002183816,0.000318165,0.001690874,0.001012982,0.001621309,0.0005394085,0.0001240745],"category_scores_gemma":[0.004006354,0.000267733,0.0001223947,0.00176498,0.002990606,0.02213152,0.0003318673,0.0006875485,0.0002974463],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768625,"about_ca_system_score_gemma":0.007106721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07890146,"about_ca_topic_score_gemma":0.0308218,"domain_scores_codex":[0.9948102,0.002805762,0.0007425584,0.0001737597,0.0007427006,0.0007250519],"domain_scores_gemma":[0.9959083,0.00186772,0.0011632,0.0005475517,0.0003718607,0.0001413757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000299769,0.0001318281,0.003634327,0.00002873574,0.000007145016,6.448916e-8,0.1435656,0.0006234263,0.00001499299,0.8072062,0.01774476,0.02703986],"study_design_scores_gemma":[0.000303423,0.00003191657,0.03289658,0.0001281473,0.00002102606,0.00005923144,0.1635161,0.005128273,0.0002803078,0.04765947,0.7496025,0.0003730583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09096998,0.0022019,0.03787185,0.4293654,0.0005393306,0.0004645262,0.0000269669,0.0007190366,0.437841],"genre_scores_gemma":[0.9737251,0.008353539,0.01244483,0.004462161,0.00005199223,0.0001598284,0.0000497475,0.00001136227,0.0007414656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8827551,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04050042820944297,"score_gpt":0.3661634000736479,"score_spread":0.325662971864205,"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."}}