{"id":"W1498816699","doi":"10.1002/3527607838.ch5","title":"Polishing Your Skills: Problem‐Solving Process","year":2005,"lang":"en","type":"other","venue":"","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Self-assessment; Creativity; Process (computing); Context (archaeology); Psychology; Computer science; Pedagogy; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001241956,0.0002546193,0.0002269449,0.0002284671,0.00004823924,0.00004767562,0.0003772698,0.0004208714,0.2106126],"category_scores_gemma":[0.000009993773,0.0002171677,0.00007482705,0.000155905,0.00004415831,0.0001058848,0.00002822522,0.0003601576,0.01067891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597337,"about_ca_system_score_gemma":0.00004716267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00082774,"about_ca_topic_score_gemma":0.0004673571,"domain_scores_codex":[0.9987453,0.0000225042,0.0002437842,0.0003891526,0.0002074523,0.000391839],"domain_scores_gemma":[0.9993925,0.00002365592,0.0001644782,0.0003029104,0.00004235247,0.00007409306],"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":[0.000003543763,0.0001763486,0.0005218798,0.00009766257,0.00008395661,0.00000653559,0.001672996,0.000008945122,0.000001128905,0.008549752,0.9657019,0.0231753],"study_design_scores_gemma":[0.0001177706,0.00002774797,0.0002916486,0.0003531663,0.00001647894,0.00002731648,0.000470951,0.00001232963,0.00001572382,0.0003886843,0.9979265,0.0003517254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001029867,0.001231776,0.000450076,0.0002393642,0.0007161901,0.000249356,0.00002223807,0.0003540502,0.9966339],"genre_scores_gemma":[0.002180597,0.0001899788,0.001434749,0.0009556708,0.002774754,0.00003560354,0.00004569325,0.0003353117,0.9920477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1999336,"threshold_uncertainty_score":0.9900914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508591218757067,"score_gpt":0.3750738295072688,"score_spread":0.3399879173196981,"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."}}