{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001802163,0.0005416973,0.0003429767,0.0006767581,0.001126535,0.003770588,0.0008685568,0.0009198104,0.02985428],"category_scores_gemma":[0.0063188,0.0003424301,0.0004860323,0.0006477066,0.001105652,0.002947332,0.002090719,0.002024605,0.01440097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165693,"about_ca_system_score_gemma":0.002676165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008976053,"about_ca_topic_score_gemma":0.0008687779,"domain_scores_codex":[0.9982653,0.0004539982,0.0001096465,0.0002539487,0.0007900388,0.000127053],"domain_scores_gemma":[0.9980532,0.000814931,0.0001557472,0.0002073656,0.0005059949,0.0002627581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009364685,0.0009492616,0.003768713,0.0005322178,0.00002806597,0.0004691913,0.04025858,0.001407842,0.01576768,0.07984346,0.06936593,0.7875155],"study_design_scores_gemma":[0.00005900524,0.0004048334,0.01417759,0.0007381774,0.00002938686,0.001716806,0.02399977,0.005417802,0.0161218,0.1025374,0.8347057,0.00009181226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1155912,0.002261798,0.2790757,0.008898038,0.000509531,0.001514318,0.0003809433,0.002930784,0.5888376],"genre_scores_gemma":[0.3943451,0.003068267,0.2734031,0.001452491,0.0001286749,0.0008422589,0.0009222305,0.00097062,0.3248673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02985428,"threshold_uncertainty_score":0.09987247,"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."}}