{"id":"W4404860111","doi":"10.11645/18.2.651","title":"Three shots are better than one","year":2024,"lang":"en","type":"article","venue":"Journal of Information Literacy","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Journaling file system; Information literacy; Library instruction; Class (philosophy); Mathematics education; Computer science; Psychology; Medical education; Pedagogy; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.005012127,0.0009283357,0.001043892,0.001611095,0.005951946,0.009060481,0.001888343,0.003633778,0.09855408],"category_scores_gemma":[0.02346444,0.0006173119,0.0009550624,0.001041936,0.005140833,0.01458398,0.01114403,0.005289958,0.02466044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886045,"about_ca_system_score_gemma":0.00249324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273636,"about_ca_topic_score_gemma":0.004865697,"domain_scores_codex":[0.9916483,0.002786903,0.0003880703,0.001285498,0.002790906,0.001100226],"domain_scores_gemma":[0.9861654,0.003680798,0.0009115185,0.002051539,0.00273965,0.004451116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008201489,0.002505804,0.01137772,0.001272474,0.0001479099,0.0009104791,0.03235123,0.0004333646,0.00528146,0.09059272,0.2888886,0.5654181],"study_design_scores_gemma":[0.0001169613,0.002071678,0.00837661,0.001005055,0.0001330613,0.00096272,0.03348351,0.0008716146,0.002219547,0.07537497,0.8751375,0.0002467566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1468636,0.003886944,0.05630597,0.0662047,0.01039785,0.001034703,0.0007244707,0.007173792,0.707408],"genre_scores_gemma":[0.491793,0.002606374,0.07610503,0.03204035,0.00156788,0.0009000268,0.00112522,0.002177536,0.3916846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09855408,"threshold_uncertainty_score":0.3296962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721907417052604,"score_gpt":0.290555681032388,"score_spread":0.273336606861862,"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."}}