{"id":"W7070704697","doi":"","title":"Québec community college counselling services : how are they staffed?","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Community college; Identification (biology); Community practice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003800621,0.0003605804,0.0004626756,0.002015706,0.008411355,0.005527275,0.003171359,0.002344707,0.04768634],"category_scores_gemma":[0.01594067,0.0005538843,0.0004755938,0.004547365,0.001422054,0.002583449,0.001959542,0.002646001,0.003865123],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09615682,"about_ca_system_score_gemma":0.1880243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854352,"about_ca_topic_score_gemma":0.9956988,"domain_scores_codex":[0.9941923,0.00135167,0.000135822,0.0002621731,0.001769332,0.002288712],"domain_scores_gemma":[0.9829119,0.001076669,0.0008037075,0.0002765025,0.006703036,0.008228117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001905871,0.0003659675,0.1029546,0.0004850677,0.0000798792,0.000277935,0.007208413,0.0003433883,0.0002614263,0.005316943,0.5598603,0.3226553],"study_design_scores_gemma":[0.0001386788,0.0001193855,0.5527814,0.003612015,0.0001280333,0.0002988655,0.04093215,0.0008727457,0.0003055774,0.001501684,0.3991533,0.0001561422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2454626,0.03913964,0.001414324,0.383922,0.003748635,0.001239804,0.02114131,0.0006433401,0.3032883],"genre_scores_gemma":[0.7245153,0.01785848,0.002451993,0.03731683,0.0004996299,0.0008973625,0.005037462,0.0002831553,0.2111398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9038432,"threshold_uncertainty_score":0.6976699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647778732710956,"score_gpt":0.2306930600632106,"score_spread":0.2142152727361011,"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."}}