{"id":"W7139121207","doi":"10.14288/canlit.vi262.197513","title":"Finding Something","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[],"category_scores_codex":[0.00861965,0.000788787,0.0007818964,0.003858953,0.01067884,0.02061737,0.002703035,0.003605422,0.08728985],"category_scores_gemma":[0.04031924,0.0005180891,0.001152352,0.004378373,0.0154819,0.02932704,0.01472818,0.006957325,0.02090773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003217864,"about_ca_system_score_gemma":0.008650661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367603,"about_ca_topic_score_gemma":0.005703659,"domain_scores_codex":[0.9891367,0.003896439,0.0004871432,0.001686552,0.003787743,0.001005448],"domain_scores_gemma":[0.976528,0.007122267,0.001296853,0.007229302,0.004208105,0.00361548],"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":[0.00005438475,0.0001088034,0.003646343,0.0004060103,0.00005068877,0.0004520468,0.02466452,0.00009167266,0.000678891,0.5651271,0.2204957,0.1842239],"study_design_scores_gemma":[0.000008398332,0.00002481824,0.0008505721,0.0005315726,0.00002788421,0.0003951158,0.02949563,0.0001242755,0.0003904153,0.2137887,0.7543299,0.00003272579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02370933,0.004789408,0.04733773,0.1411276,0.009042332,0.0002773905,0.0008438985,0.00167666,0.7711957],"genre_scores_gemma":[0.3690922,0.006980016,0.04790596,0.04571658,0.004116735,0.0004780798,0.002400816,0.00257576,0.5207338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9127101,"threshold_uncertainty_score":0.2920136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736421767932429,"score_gpt":0.4354612787977716,"score_spread":0.2618191020045286,"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."}}