{"id":"W3140576503","doi":"10.29173/iasl8020","title":"Promotion of creative learning exchange philosophy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Work (physics); Curriculum; Public relations; Job security; Sociology; Knowledge management; Psychology; Management; Political science; Pedagogy; Computer science; Economics; 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":[0.01216533,0.0006368907,0.0004267103,0.002136319,0.003489186,0.00945882,0.001824338,0.003241257,0.009159897],"category_scores_gemma":[0.01279828,0.0003629022,0.000761184,0.001164302,0.01630051,0.01047195,0.008942632,0.005261267,0.001999673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181711,"about_ca_system_score_gemma":0.005148071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301531,"about_ca_topic_score_gemma":0.0002455921,"domain_scores_codex":[0.9907017,0.005329429,0.0002563337,0.000713748,0.002384359,0.0006145205],"domain_scores_gemma":[0.9853292,0.007304082,0.00116573,0.002211685,0.0017613,0.002228041],"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":[0.0000224606,0.0002056013,0.0002970076,0.0001561774,0.000006934029,0.0000857561,0.005440172,0.0002303675,0.0004072793,0.9608297,0.0036715,0.02864697],"study_design_scores_gemma":[0.0001419333,0.0001390651,0.0005730658,0.0003176437,0.00001411406,0.0004470504,0.003100675,0.002856015,0.001520651,0.8291714,0.1616936,0.00002476297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02825064,0.001971671,0.1676225,0.02718982,0.0009581378,0.0007379085,0.00002875963,0.000464036,0.7727764],"genre_scores_gemma":[0.8208825,0.002162235,0.09397101,0.004592808,0.001024463,0.00150281,0.00004183562,0.0001979922,0.07562435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01216533,"threshold_uncertainty_score":0.06433713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111076227018945,"score_gpt":0.3360564981994465,"score_spread":0.274945735929257,"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."}}