{"id":"W4310102466","doi":"10.29173/iasl8554","title":"It Doesn't Mean What You Think It Means","year":2022,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Reading (process); Psychology; Work (physics); Perception; Test (biology); Position (finance); Pedagogy; Public relations; Sociology; Medical education; Political science; Business; 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":[],"consensus_categories":[],"category_scores_codex":[0.01402832,0.0002932364,0.0005220782,0.001001473,0.005042402,0.004625815,0.0006555733,0.002313055,0.007469122],"category_scores_gemma":[0.05008873,0.0003054986,0.0005047194,0.001095181,0.007563316,0.007515352,0.002577216,0.005222127,0.002932438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485086,"about_ca_system_score_gemma":0.004568034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536578,"about_ca_topic_score_gemma":0.009282153,"domain_scores_codex":[0.9879172,0.005655305,0.0005718609,0.000553434,0.004167815,0.00113431],"domain_scores_gemma":[0.9529735,0.0165647,0.009403657,0.002002771,0.01197101,0.007084409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001919027,0.0004602317,0.2730302,0.001212289,0.0002022895,0.001546402,0.2619644,0.0002847328,0.003027822,0.04148035,0.2485165,0.1680828],"study_design_scores_gemma":[0.00004187288,0.0003948407,0.08470046,0.001404911,0.0001022819,0.002460797,0.3970586,0.0003083937,0.0009482481,0.01759538,0.4947784,0.0002058086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4292527,0.008541048,0.008011003,0.419492,0.005231883,0.0002364426,0.0004234313,0.0002736675,0.1285379],"genre_scores_gemma":[0.8946782,0.004183174,0.003228677,0.07324997,0.0006381682,0.0001332848,0.0001532405,0.0001236519,0.02361164],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01402832,"threshold_uncertainty_score":0.07418966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292952351709713,"score_gpt":0.2867332162167201,"score_spread":0.2574379810457488,"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."}}