{"id":"W3142401568","doi":"10.29173/iasl7805","title":"\"Learning to be a Learner\"","year":2021,"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":"Lifelong learning; Theme (computing); Metacognition; Psychology; Pedagogy; Social skills; Interpersonal communication; Mathematics education; Cognition; Computer science; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00550443,0.0004514345,0.0002405596,0.0006993225,0.00567971,0.006013543,0.001217798,0.003352458,0.00651903],"category_scores_gemma":[0.01124738,0.0001996676,0.0004737683,0.000346664,0.01442058,0.008114801,0.009185067,0.006145966,0.003228075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073514,"about_ca_system_score_gemma":0.003769489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160071,"about_ca_topic_score_gemma":0.002480115,"domain_scores_codex":[0.9918566,0.00528537,0.0001662546,0.0006041392,0.001368676,0.0007189487],"domain_scores_gemma":[0.9947208,0.001444918,0.0006297869,0.0006415543,0.001182222,0.00138069],"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":[0.00006326068,0.0003231654,0.01446019,0.0004857295,0.0000353437,0.001101685,0.4758574,0.0001589587,0.002419323,0.2246012,0.1317332,0.1487606],"study_design_scores_gemma":[0.00001813265,0.0002327077,0.005057307,0.0008480965,0.00003033921,0.003076574,0.1643562,0.0002667401,0.001863165,0.03014681,0.7940271,0.00007660298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1779952,0.006623799,0.03007969,0.2029845,0.003027589,0.0003332939,0.0002236079,0.0008580387,0.5778744],"genre_scores_gemma":[0.785876,0.004331364,0.009154178,0.05038187,0.0005959754,0.0003540675,0.000160468,0.000197461,0.1489485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00651903,"threshold_uncertainty_score":0.02911055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184602391467752,"score_gpt":0.300409570399754,"score_spread":0.2685635464850765,"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."}}