{"id":"W4384132535","doi":"10.1515/9780773570689-005","title":"Toward a Regional Approach to Alternation Education and Training: The Case of Quebec","year":2003,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alternation (linguistics); Training (meteorology); Psychology; Geography; Meteorology; Linguistics; Philosophy","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":[0.0004652925,0.0001968207,0.0002211901,0.0001735667,0.0007138747,0.00006614381,0.0003302209,0.0002426046,0.0000262356],"category_scores_gemma":[0.00009419909,0.0002002635,0.00008175853,0.00003147269,0.0003708597,0.000207995,0.00007962847,0.0003443417,0.000003352865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057214,"about_ca_system_score_gemma":0.0005175269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06486936,"about_ca_topic_score_gemma":0.0001491102,"domain_scores_codex":[0.998563,0.0003382836,0.0001816725,0.0003939924,0.0003329535,0.0001900899],"domain_scores_gemma":[0.9985323,0.000257863,0.0004323502,0.0002771329,0.0003203669,0.000180014],"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":[0.00002137746,0.00003392906,0.000002443457,0.00003159286,0.00006366904,0.0000163727,0.03877681,0.00001226288,6.253778e-7,0.9491879,0.003971264,0.007881767],"study_design_scores_gemma":[0.000124318,0.00001991142,0.00001322133,0.00005419633,0.0001257548,0.00002287965,0.01459179,0.000002052174,0.000004598252,0.0005995586,0.9842381,0.0002035688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003051576,0.000004950693,0.00007939232,0.002920662,0.0002605987,0.0005515954,0.00002763971,0.00004642742,0.9958036],"genre_scores_gemma":[0.03013184,0.00006164908,0.0009257164,0.0003543589,0.000144535,0.000004770036,0.00001420043,0.00002434423,0.9683386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9802669,"threshold_uncertainty_score":0.9413577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06319747049537983,"score_gpt":0.2944049186379603,"score_spread":0.2312074481425804,"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."}}