{"id":"W7033668212","doi":"","title":"Research experience of the creative standpoint formation of the novice comprehensive secondary school teacher in lifelong vocational training","year":2014,"lang":"en","type":"other","venue":"zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Interdependence; Vocational education; Process (computing); Lifelong learning; Creative brief; Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006735123,0.0003430981,0.0008076924,0.0007665739,0.0004101048,0.00001178591,0.004528835,0.0005871964,0.0007123955],"category_scores_gemma":[0.001986524,0.0002060637,0.0003398503,0.003124673,0.02481674,0.0006610434,0.001172986,0.001030969,0.00000499653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466498,"about_ca_system_score_gemma":0.0007896248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006253386,"about_ca_topic_score_gemma":0.00004261045,"domain_scores_codex":[0.9896149,0.0007624525,0.001900263,0.000710532,0.006560391,0.0004514584],"domain_scores_gemma":[0.9938313,0.00135561,0.004186618,0.0001276898,0.0003975611,0.000101186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005140722,0.002120667,0.09222472,0.001978731,0.0004465056,2.210052e-7,0.01774929,0.08133844,0.5819983,0.18435,0.02572344,0.01155559],"study_design_scores_gemma":[0.001114056,0.0003415652,0.8470084,0.002457493,0.00004868176,0.00002344968,0.004026826,0.003954811,0.1060776,0.03075623,0.003731203,0.0004596218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227846,0.00179407,0.00006881384,0.007298123,0.000216759,0.002250789,0.0009299652,0.00001696617,0.1646399],"genre_scores_gemma":[0.9950048,0.0001383144,0.002059186,0.0002850216,0.00009351642,0.00002751938,0.00000307257,0.00002413957,0.002364368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7547837,"threshold_uncertainty_score":0.9778371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08276710038477303,"score_gpt":0.357551613444582,"score_spread":0.274784513059809,"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."}}