{"id":"W2089512811","doi":"10.1007/s11519-007-0008-y","title":"Editorial: introducing Learning Inquiry","year":2007,"lang":"en","type":"editorial","venue":"Learning Inquiry","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Scholarship; Sociology; Curriculum; Pedagogy; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01054838,0.0005358651,0.0007027128,0.0004680619,0.002422289,0.000686452,0.000902143,0.002571921,0.000882732],"category_scores_gemma":[0.04830319,0.0006067834,0.0002372664,0.0007999942,0.001036085,0.000319282,0.0002757726,0.008137775,0.001182798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133472,"about_ca_system_score_gemma":0.003298982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008619128,"about_ca_topic_score_gemma":0.00007946103,"domain_scores_codex":[0.9911035,0.001498776,0.0008506567,0.001123945,0.004039195,0.001383888],"domain_scores_gemma":[0.9928057,0.004442811,0.0004889991,0.0004111361,0.001348835,0.0005025095],"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":[0.00002440859,0.00005443644,0.0001202114,0.00007427308,0.00004980773,0.000007919147,0.1072232,0.0001233994,0.000004469695,0.0009706841,0.8837241,0.00762308],"study_design_scores_gemma":[0.0002502116,0.00007831959,0.00002463216,0.0003366955,0.00005140807,3.43467e-7,0.03496109,0.000003242386,0.000004791857,0.0004878908,0.9631038,0.0006976065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002174552,0.0002504175,0.0009782439,0.001199544,0.9809276,0.0002531166,0.000001244181,0.0009167155,0.01525569],"genre_scores_gemma":[0.0004916105,0.00067005,0.001205912,0.0002465428,0.9650773,0.00004031667,0.0003159206,0.0001417777,0.0318106],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07937971,"threshold_uncertainty_score":0.9996384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235429917442076,"score_gpt":0.3750602070310725,"score_spread":0.3427059078566518,"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."}}