{"id":"W4235871916","doi":"10.3828/qs.50.1.3","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"Quebec Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001256555,0.0005480254,0.000340516,0.001722635,0.005440144,0.006109251,0.001635808,0.002391744,0.3245248],"category_scores_gemma":[0.00315772,0.0002522661,0.0004928788,0.002875331,0.001473722,0.001636096,0.001338434,0.002478339,0.0691624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02288041,"about_ca_system_score_gemma":0.0231088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7917635,"about_ca_topic_score_gemma":0.8665398,"domain_scores_codex":[0.9984491,0.0001979916,0.00002800832,0.0002495635,0.0006196263,0.0004557127],"domain_scores_gemma":[0.9982371,0.0001587974,0.00006433286,0.0001470202,0.001046958,0.0003457177],"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":[0.00002169757,0.00002400157,0.001193086,0.00008853652,0.000002824643,0.00005447642,0.0008864597,0.00006464832,0.0001241409,0.07239433,0.8835923,0.04155347],"study_design_scores_gemma":[0.000002468283,0.000003241845,0.002303337,0.00007819131,0.00000138755,0.00001890285,0.0005718987,0.00002138496,0.00004844963,0.0008684018,0.996077,0.000005398618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002979288,0.00259474,0.000754863,0.0213898,0.003318457,0.000105458,0.004593827,0.0002206667,0.9640428],"genre_scores_gemma":[0.01459869,0.0009771774,0.0004220148,0.005375947,0.0004514537,0.0000721186,0.001562493,0.00008829703,0.9764519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7917635,"threshold_uncertainty_score":0.9634835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153857112561597,"score_gpt":0.3069277337893415,"score_spread":0.2853891626637255,"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."}}