{"id":"W3151626559","doi":"10.29173/iasl8104","title":"Thinking and Informing: A Reality Check on Class Teachers and Teacher Librarians","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Mathematics education; Pedagogy; Process (computing); Psychology; Computer science","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":[0.02916661,0.0007432955,0.001111963,0.005068794,0.02500484,0.01186556,0.003197803,0.003301457,0.007459295],"category_scores_gemma":[0.0640876,0.001281603,0.0006640906,0.002589956,0.01613449,0.01251541,0.01459778,0.0101503,0.00191452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007944756,"about_ca_system_score_gemma":0.005900378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188703,"about_ca_topic_score_gemma":0.01723471,"domain_scores_codex":[0.967559,0.02280593,0.001007663,0.002074626,0.003234073,0.003318685],"domain_scores_gemma":[0.895886,0.06128182,0.009249236,0.009631629,0.01364476,0.0103066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001018939,0.0005524467,0.008480597,0.00006816061,0.00000468825,0.0004527445,0.9693363,0.00001190817,0.0003306927,0.001898352,0.003232657,0.01552966],"study_design_scores_gemma":[0.00003492339,0.0004746375,0.007041693,0.0000818265,0.000009286949,0.0003072413,0.9548897,0.00002862495,0.0004685751,0.0004854595,0.03614587,0.00003211549],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576752,0.0007350333,0.0007607409,0.01324474,0.0003314151,0.0002235139,0.0001305872,0.00005590364,0.02684302],"genre_scores_gemma":[0.9771075,0.0008198215,0.001007469,0.003045774,0.000238279,0.0002426912,0.0001338084,0.00009629242,0.01730832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02916661,"threshold_uncertainty_score":0.1542496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156196560806772,"score_gpt":0.2895586229432396,"score_spread":0.2579966573351719,"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."}}