{"id":"W2552063018","doi":"10.55016/ojs/ajer.v47i2.54851","title":"Editorial: Insurmountable Opportunities","year":2001,"lang":"en","type":"editorial","venue":"Alberta Journal of Educational Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Pedagogy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04928517,0.0002356456,0.0005940793,0.001115566,0.001486718,0.0006254475,0.001776528,0.001278482,0.01793571],"category_scores_gemma":[0.4309913,0.0002130378,0.0002747868,0.0009933481,0.002592552,0.0007542794,0.0001775415,0.005740182,0.00035146],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415598,"about_ca_system_score_gemma":0.05411673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03894786,"about_ca_topic_score_gemma":0.01122526,"domain_scores_codex":[0.9774699,0.01015783,0.0009605497,0.0003220117,0.009979621,0.001110098],"domain_scores_gemma":[0.681547,0.3014423,0.0005704451,0.0002956747,0.01536001,0.0007845117],"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":[0.0001090021,0.0002164083,0.00005475534,0.00008323647,0.0001237334,0.000002023691,0.006457391,7.472034e-7,0.00000536705,0.05427717,0.9381095,0.0005607097],"study_design_scores_gemma":[0.0002287364,0.0002314624,0.000006895117,0.0003224263,0.00002397424,0.000001899914,0.00934007,2.595634e-7,0.000001922349,0.02699944,0.9626501,0.0001928431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005873583,0.001553004,0.000003026349,0.02957505,0.7325077,0.0001644713,0.00003021104,7.678926e-7,0.236107],"genre_scores_gemma":[0.00001771119,0.0220087,0.0002441811,0.00002151797,0.6969059,0.00002099839,0.00005062823,0.00003656146,0.2806938],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3817061,"threshold_uncertainty_score":0.9998132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4280830625929005,"score_gpt":0.6098118992511485,"score_spread":0.181728836658248,"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."}}