{"id":"W2218861548","doi":"","title":"The evolution of guidance in the schools of Nova Scotia","year":2011,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Geography; Aeronautics; Archaeology; Engineering","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":[0.002773598,0.0001589477,0.0005125888,0.002377638,0.01040257,0.00710422,0.001691835,0.00247773,0.004701403],"category_scores_gemma":[0.01857452,0.0003935071,0.0003063024,0.00371432,0.004769542,0.001082103,0.0057625,0.002592974,0.0004142559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09887306,"about_ca_system_score_gemma":0.1127448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685326,"about_ca_topic_score_gemma":0.9917498,"domain_scores_codex":[0.9927651,0.001547192,0.000191432,0.0004563514,0.000918411,0.004121504],"domain_scores_gemma":[0.9808065,0.003377746,0.002686294,0.0005251996,0.005784258,0.006820119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001065436,0.0004334388,0.4294705,0.0004828747,0.0001831887,0.005323716,0.2137196,0.00429163,0.003156288,0.1900783,0.02942853,0.1223665],"study_design_scores_gemma":[0.00007954607,0.0001741128,0.8046893,0.0005672004,0.00004386901,0.0003563678,0.07665116,0.001272748,0.000402142,0.004086781,0.1115837,0.00009298644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295588,0.00129386,0.0002771764,0.01773234,0.00009427357,0.00007794407,0.0004261087,0.00003044168,0.05050904],"genre_scores_gemma":[0.9871728,0.0001788424,0.0002048485,0.0007746456,0.000005762694,0.00001631734,0.00005232555,0.00001064533,0.01158388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09887306,"threshold_uncertainty_score":0.7173777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326294560479451,"score_gpt":0.2390951748900947,"score_spread":0.2158322292853002,"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."}}