{"id":"W2071210302","doi":"10.3828/qs.1.1.3","title":"Fostering New Scholarship on Québec","year":2012,"lang":"en","type":"article","venue":"Quebec Studies","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000518398,0.0000764671,0.0001185626,0.00001664645,0.0007636254,0.00005527803,0.0001810624,0.00003818774,0.0001096409],"category_scores_gemma":[0.0008574689,0.00006335243,0.00004899233,0.0001889246,0.0002203293,0.0004310411,0.0001215648,0.00008016809,0.0002468494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294067,"about_ca_system_score_gemma":0.0004270365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7336223,"about_ca_topic_score_gemma":0.934978,"domain_scores_codex":[0.9989815,0.00006595165,0.00009240144,0.0001217358,0.0003369433,0.0004014047],"domain_scores_gemma":[0.9994801,0.0001925627,0.00006014154,0.00008385273,0.0000357982,0.0001474953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001388348,0.00005626732,0.1874759,0.00001072831,0.00005958231,0.000001827875,0.2923164,0.000001759513,0.00003831912,0.1156707,0.08716594,0.3171887],"study_design_scores_gemma":[0.000133065,0.000030949,0.2757367,0.00005820086,0.00001160904,1.620382e-7,0.04295008,1.738272e-7,0.00006907726,0.003516795,0.6772838,0.0002093942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8442975,0.01506396,0.00001251658,0.03153475,0.002140038,0.0001724958,0.000001347907,0.0001322397,0.1066452],"genre_scores_gemma":[0.9522198,0.000387831,0.0000740195,0.0005609715,0.001191157,0.000005631495,5.345989e-8,0.000004686024,0.04555582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5901178,"threshold_uncertainty_score":0.5873267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516324501308242,"score_gpt":0.4316464763933101,"score_spread":0.1800140262624858,"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."}}