{"id":"W2200440763","doi":"","title":"Research on Status Quo of Preschool Education Majors' Professional Consciousness","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consciousness; Status quo; Psychology; Professional development; Identity (music); Subject (documents); Pedagogy; Level of consciousness; Medical education; Mathematics education; Political science; Developmental psychology; Medicine; Computer science","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":[0.002006353,0.00009195811,0.0001980399,0.001680129,0.00184732,0.002584326,0.0003649095,0.0002991628,0.003176247],"category_scores_gemma":[0.00613142,0.0001286005,0.0001411757,0.0009181224,0.001895621,0.00131316,0.001756088,0.0006925106,0.0001353948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227881,"about_ca_system_score_gemma":0.003956741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083184,"about_ca_topic_score_gemma":0.01236871,"domain_scores_codex":[0.9989402,0.0002768207,0.00006924062,0.0001148824,0.0002530498,0.0003458469],"domain_scores_gemma":[0.9959983,0.001000364,0.0007919481,0.0001273424,0.0007702711,0.001311864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001654956,0.0001731923,0.4532684,0.0002612277,0.00001668797,0.000504544,0.4553399,0.00002182241,0.003430261,0.01052517,0.001333315,0.07495997],"study_design_scores_gemma":[0.000003846409,0.0001264138,0.4142258,0.0001700249,0.00001234005,0.0002303705,0.5739931,0.00005328023,0.000732045,0.0008977631,0.009536969,0.00001797763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942474,0.0003598754,0.00009747378,0.0003486944,0.00001399195,0.000006682808,0.0000139946,0.000002827254,0.004909065],"genre_scores_gemma":[0.9991915,0.0001443346,0.0000317498,0.00002939161,0.000003937759,0.000002934857,0.000009231368,9.068227e-7,0.0005860155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083184,"threshold_uncertainty_score":0.02153754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09108692670501052,"score_gpt":0.4539137195568281,"score_spread":0.3628267928518176,"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."}}