{"id":"W2979556005","doi":"10.29173/iasl7406","title":"Through the looking glass… into wonderland and beyond!","year":2019,"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":"Passion; Transformational leadership; Presentation (obstetrics); Visual arts; Work (physics); Psychology; Sociology; Aesthetics; Art; Engineering; Medicine; Social psychology; Mechanical engineering","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":[0.001202253,0.0005030195,0.0003584071,0.0009711116,0.007722655,0.01247083,0.0007895165,0.001773307,0.08569129],"category_scores_gemma":[0.004237416,0.0003683627,0.0006841645,0.000857329,0.006951909,0.01592379,0.00891914,0.007034494,0.0327631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730823,"about_ca_system_score_gemma":0.002746262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004142099,"about_ca_topic_score_gemma":0.009515059,"domain_scores_codex":[0.9989548,0.0003605361,0.00002978085,0.0001334507,0.0002834346,0.0002380659],"domain_scores_gemma":[0.998314,0.0001885394,0.0001144876,0.0002849568,0.0003288348,0.0007692314],"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":[0.00007564382,0.0001540414,0.001948753,0.000248129,0.00002021547,0.0003452745,0.02883553,0.0001105572,0.001412506,0.1740883,0.6607344,0.1320267],"study_design_scores_gemma":[0.000005768394,0.0000277151,0.0006748121,0.000201509,0.000004895096,0.0001444609,0.01257766,0.00004422577,0.0003030777,0.01644367,0.9695506,0.00002139767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01948061,0.007223151,0.01587774,0.1271098,0.008019785,0.0001321142,0.0004656008,0.00308542,0.8186059],"genre_scores_gemma":[0.2327491,0.005152296,0.01389771,0.02790424,0.001277714,0.0001364372,0.0003747326,0.00189856,0.7166092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08569129,"threshold_uncertainty_score":0.2866659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389115800070142,"score_gpt":0.2736129237045573,"score_spread":0.2597217657038559,"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."}}