{"id":"W4386157635","doi":"10.18432/ari29645","title":"Lingering in Leggoian Light","year":2023,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Soul; Poetry; TRACE (psycholinguistics); Literature; Aesthetics; Philosophy; Art; Psychoanalysis; Visual arts; Psychology; Epistemology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009200584,0.00009979609,0.0001184776,0.00138982,0.001248583,0.0004786343,0.0008859067,0.00008907306,0.001042726],"category_scores_gemma":[0.001118242,0.0001003705,0.00009170013,0.001652487,0.0002494228,0.001538875,0.0001168901,0.00125303,0.001230629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240975,"about_ca_system_score_gemma":0.0005354923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007411796,"about_ca_topic_score_gemma":0.001722681,"domain_scores_codex":[0.9960516,0.0008817915,0.0003701609,0.0002756305,0.00171139,0.000709396],"domain_scores_gemma":[0.998293,0.0007253969,0.00008523014,0.0001298911,0.0005135461,0.0002529271],"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":[0.0005202008,0.001139126,0.08150412,0.00003069428,0.0002094651,0.001216447,0.7401368,0.002085782,0.007168178,0.05761909,0.04432741,0.06404265],"study_design_scores_gemma":[0.0009195638,0.0001812921,0.09950247,0.0002345713,0.000006808148,0.0001055421,0.0883241,0.001573723,0.0003040918,0.1390916,0.6694311,0.0003251886],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5480829,0.00007818959,0.000155068,0.1013896,0.002541333,0.0002125957,0.000002665282,0.00006987014,0.3474677],"genre_scores_gemma":[0.9865792,0.001093495,0.0005433724,0.00004434137,0.001887302,0.00004517221,0.000007563394,0.0000202477,0.009779277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6518127,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1632744359865518,"score_gpt":0.55115562273617,"score_spread":0.3878811867496182,"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."}}