{"id":"W245039943","doi":"10.29173/iasl8141","title":"Revealing Thinking: Teachers Working Together on Information Literacy","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":"Information literacy; Mathematics education; Professional development; Focus (optics); Literacy; Computer science; Pedagogy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000942732,0.0001547812,0.0001561491,0.000159172,0.0008023637,0.002290756,0.0004706402,0.0001365199,0.0005786544],"category_scores_gemma":[0.0007403548,0.0001445927,0.00007032185,0.0007809782,0.0001404534,0.02773689,0.00009459724,0.0003135749,0.0003282773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000748657,"about_ca_system_score_gemma":0.0004223685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008490023,"about_ca_topic_score_gemma":0.000002345938,"domain_scores_codex":[0.9981239,0.00003909371,0.0004089982,0.0002158872,0.0007728103,0.0004393363],"domain_scores_gemma":[0.9984425,0.00007254037,0.0002345645,0.0001024034,0.0009656928,0.000182342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000987772,0.00001664352,0.004655916,0.00001248716,0.000005539809,0.000001142098,0.8270427,0.000002657533,0.00001338744,0.12502,0.003909729,0.03930989],"study_design_scores_gemma":[0.0001735518,0.00004081323,0.001627617,0.0002191232,0.00000460332,0.000003045636,0.2638197,0.0001712152,0.0004260522,0.006598678,0.7266716,0.0002439961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6851634,0.00004287431,0.0003449183,0.01668702,0.0005253722,0.0002419033,0.00000987069,0.0003103957,0.2966743],"genre_scores_gemma":[0.9797993,0.00005106073,0.001742381,0.01298712,0.0003060478,0.00001470611,0.00002548308,0.000006702106,0.005067145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7227619,"threshold_uncertainty_score":0.998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630095926652651,"score_gpt":0.2944642175349412,"score_spread":0.2681632582684147,"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."}}