{"id":"W4242038343","doi":"10.1080/14703297.2018.1404763","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"Innovations in Education and Teaching International","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Psychology; Mathematics education; Pedagogy","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001807235,0.0003560387,0.0002783572,0.001982143,0.000242046,0.0004070603,0.0006481205,0.0008356608,0.0003457204],"category_scores_gemma":[0.009258773,0.0004066712,0.00005150261,0.0003714606,0.0001732641,0.0005541567,0.0001785898,0.002315412,0.0005482032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000978229,"about_ca_system_score_gemma":0.002002696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005478858,"about_ca_topic_score_gemma":0.0001999928,"domain_scores_codex":[0.9967127,0.0001598266,0.0008482546,0.0006820183,0.001328514,0.000268659],"domain_scores_gemma":[0.9965515,0.0005731582,0.0005269891,0.0003975696,0.001884817,0.00006594681],"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":[0.0000247299,0.00051788,0.0005390043,0.00001393367,0.000048781,2.695509e-7,0.0005759241,0.000001540303,0.00003460179,0.02570631,0.9669328,0.005604264],"study_design_scores_gemma":[0.0005163392,0.00002621517,0.000304509,0.0002295921,0.0000153834,0.000003028583,0.00021704,0.00006510468,0.000003081838,0.004031583,0.9942238,0.0003643652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009745124,0.000038249,0.00007432002,0.0005431086,0.9514225,0.0002226165,0.0003900909,0.0001454433,0.0461892],"genre_scores_gemma":[0.003240584,0.00002072053,0.002477703,0.0001072795,0.9817564,0.0001914959,0.006299078,0.0001069719,0.005799714],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04038949,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009497700574508976,"score_gpt":0.3529818478363225,"score_spread":0.3434841472618135,"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."}}