{"id":"W4401011038","doi":"10.37119/ojs2024.v29i2.785","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"in education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Pedagogy; Teacher education; Competence (human resources); Accountability; Sociology; Psychology; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002335839,0.001178013,0.001209494,0.002396758,0.00307737,0.00990322,0.002106155,0.005070115,0.2320819],"category_scores_gemma":[0.0148073,0.0004820535,0.00104027,0.001517221,0.00148682,0.004823348,0.003168953,0.006100696,0.1009691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567898,"about_ca_system_score_gemma":0.004105723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151584,"about_ca_topic_score_gemma":0.002662181,"domain_scores_codex":[0.9968771,0.0004613184,0.0002583506,0.00055786,0.001446346,0.0003989988],"domain_scores_gemma":[0.9915587,0.00187783,0.0004536602,0.0007100105,0.003625393,0.001774426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007640853,0.000007390614,0.00004608437,0.0000787275,0.000002149042,0.00004885906,0.00004029672,0.000009025278,0.00003133254,0.001269524,0.9843183,0.0141407],"study_design_scores_gemma":[0.00000223993,0.000003161041,0.00005822875,0.00009572588,0.000001510522,0.00004934492,0.00004214653,0.000007126268,0.00002015362,0.0003360144,0.999382,0.000002250512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001969768,0.01004141,0.0003190777,0.06963711,0.8316824,0.00004475641,0.0004341526,0.0002558073,0.08738823],"genre_scores_gemma":[0.004764862,0.01468406,0.0005447731,0.06622184,0.5255316,0.00009009793,0.0009834805,0.0004988849,0.3866803],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7679181,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007840539742258151,"score_gpt":0.3402508502261244,"score_spread":0.3324103104838663,"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."}}