{"id":"W1957424553","doi":"10.3968/j.ccc.1923670020070304.008","title":"Study on Theory and Practice of Thinking Innovation Education","year":2010,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Diverse Interdisciplinary Research Innovations","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Epistemology; Humanities; Philosophy","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":[0.009740266,0.0004136496,0.0004888992,0.003195165,0.003032845,0.008184143,0.001138001,0.002389382,0.006030186],"category_scores_gemma":[0.01415712,0.0002398771,0.0006730644,0.002627571,0.0200489,0.007894471,0.003064946,0.003698053,0.0007053837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006572819,"about_ca_system_score_gemma":0.007995396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337667,"about_ca_topic_score_gemma":0.0009696162,"domain_scores_codex":[0.99126,0.006014035,0.0003065914,0.0006453893,0.001392581,0.0003813841],"domain_scores_gemma":[0.9771553,0.01919296,0.0006936232,0.001136174,0.001163049,0.0006588244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001107074,0.0000834413,0.001040186,0.0002075934,0.000009215263,0.0001003005,0.01572928,0.0004268998,0.0001722866,0.9497616,0.00150823,0.0309499],"study_design_scores_gemma":[0.00003839022,0.0001026963,0.002414526,0.001455608,0.00001707898,0.0002953428,0.02497569,0.003333462,0.000903339,0.7755972,0.1908406,0.00002616159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1239406,0.02332974,0.1085378,0.05818147,0.001335162,0.0003275258,0.0000660959,0.0001344368,0.6841472],"genre_scores_gemma":[0.9636531,0.007160086,0.01214437,0.001882444,0.0002688334,0.0003007789,0.00002321458,0.00003389721,0.01453324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009740266,"threshold_uncertainty_score":0.05151206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1868110634865303,"score_gpt":0.5532458678384896,"score_spread":0.3664348043519594,"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."}}