{"id":"W3146701286","doi":"10.29173/iasl7559","title":"Eltham College","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community college; Information literacy; Subject (documents); China; Work (physics); Psychology; Medical education; Mathematics education; Pedagogy; Computer science; Library science; Political science; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007932564,0.0007335183,0.0005025731,0.001638166,0.006665385,0.005316886,0.001324921,0.00174995,0.5353605],"category_scores_gemma":[0.004588973,0.0006265541,0.0003424532,0.001342471,0.001074115,0.003027966,0.00419207,0.003002613,0.154792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004387662,"about_ca_system_score_gemma":0.01129051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009363376,"about_ca_topic_score_gemma":0.02850052,"domain_scores_codex":[0.9981568,0.0001164373,0.00006229481,0.0004326837,0.0008241793,0.0004075325],"domain_scores_gemma":[0.9971364,0.0001891561,0.00009707825,0.0002712289,0.0009252328,0.001380863],"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":[0.0001060159,0.0002912309,0.002486763,0.0002196891,0.000007947674,0.0008464763,0.001035162,0.00006715005,0.0006373933,0.01943959,0.7546098,0.2202528],"study_design_scores_gemma":[0.000007491001,0.00004145433,0.00226658,0.0001092917,0.000002204344,0.0002933739,0.0005035618,0.00006958168,0.0002342962,0.001694293,0.9947689,0.000009043726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01116317,0.001927303,0.0006739124,0.01548221,0.001728822,0.0001889496,0.0009244971,0.000613489,0.9672976],"genre_scores_gemma":[0.01608135,0.0008239642,0.0006647517,0.003188073,0.0002004468,0.0000604217,0.0002713787,0.0001078149,0.9786018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5353605,"threshold_uncertainty_score":0.6627519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919390390107864,"score_gpt":0.3538490193934983,"score_spread":0.3046551154924196,"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."}}