{"id":"W6884982478","doi":"10.13140/rg.2.2.15569.12647","title":"CANADA NATIONAL GEOSCOPE PROJECT","year":2017,"lang":"en","type":"article","venue":"","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.002402042,0.0009434399,0.0007581284,0.00415403,0.005509308,0.007172857,0.001798348,0.0008349213,0.05812379],"category_scores_gemma":[0.004625545,0.0004920236,0.0006332198,0.00583804,0.001190273,0.001719732,0.003577329,0.001774443,0.01283201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04536626,"about_ca_system_score_gemma":0.2326063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852308,"about_ca_topic_score_gemma":0.9869477,"domain_scores_codex":[0.9974163,0.0001693403,0.0000517243,0.0002353089,0.001572581,0.0005547998],"domain_scores_gemma":[0.9925063,0.0002577942,0.0001071566,0.0003723082,0.005390243,0.001366171],"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":[0.0001379524,0.00006475312,0.0034874,0.0001369893,0.0000220619,0.00006142078,0.0003706069,0.0005819101,0.0004350564,0.05843751,0.8509577,0.08530674],"study_design_scores_gemma":[0.00002897366,0.00000805166,0.006521273,0.00009180454,0.00001568692,0.00002169533,0.0009482991,0.0008180647,0.0004610764,0.003456566,0.9876111,0.0000172518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01479977,0.003194165,0.01251288,0.02111255,0.001885516,0.0005370471,0.1923736,0.004666109,0.7489182],"genre_scores_gemma":[0.07525684,0.0041588,0.02789699,0.002312903,0.0001473883,0.0004312053,0.112364,0.002163467,0.7752684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05812379,"threshold_uncertainty_score":0.3291568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09132482547263031,"score_gpt":0.4345079613142195,"score_spread":0.3431831358415892,"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."}}