{"id":"W2625327429","doi":"10.7202/1073104ar","title":"Imagination and Imaginative: A Trial Separation for Educational Practice","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Separation (statistics); Psychology; Aesthetics; Art; Psychotherapist; Psychoanalysis; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006600074,0.00004785711,0.00006140437,0.00002478034,0.0003250531,0.0001203177,0.0000551955,0.00002708388,0.0002082683],"category_scores_gemma":[0.009374306,0.00005100724,0.00002155749,0.000149004,0.0001040654,0.000412244,0.00001071657,0.00004704691,0.00002932776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006002138,"about_ca_system_score_gemma":0.000346241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006915164,"about_ca_topic_score_gemma":0.00001573465,"domain_scores_codex":[0.9992699,0.0001386519,0.0001190175,0.0001542494,0.0002095854,0.0001086104],"domain_scores_gemma":[0.9986904,0.0007786824,0.00005033192,0.00003280008,0.0003392938,0.0001085419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007390583,0.0001598735,0.0003534486,0.00002334629,0.00002072885,1.644054e-7,0.06865133,5.760152e-7,0.00007101682,0.8813103,0.02797415,0.02069594],"study_design_scores_gemma":[0.003679165,0.00009450509,0.0009419385,0.00001152487,0.00004442121,4.705526e-7,0.01120413,0.0002473005,0.0000845162,0.08219308,0.9013231,0.0001758794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007546346,0.0001785221,0.01249809,0.940402,0.0005253303,0.0008370975,0.000006257917,0.00006229221,0.03794406],"genre_scores_gemma":[0.944728,0.00009032025,0.03811096,0.01437621,0.00107592,0.0002597838,0.00002693931,0.000008163242,0.001323755],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9371816,"threshold_uncertainty_score":0.9989702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05314989573095624,"score_gpt":0.4555930248379369,"score_spread":0.4024431291069807,"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."}}