{"id":"W4399812696","doi":"10.31234/osf.io/exvgk","title":"WITHDRAWN","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Child Development and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001868595,0.001197393,0.001014581,0.002056291,0.002881532,0.007653294,0.002457635,0.004168799,0.6666651],"category_scores_gemma":[0.006838371,0.0005640171,0.001212639,0.001877657,0.001005057,0.004065349,0.004066857,0.002672322,0.5162854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272684,"about_ca_system_score_gemma":0.004836014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004319732,"about_ca_topic_score_gemma":0.005455718,"domain_scores_codex":[0.9978021,0.0003053317,0.0001494159,0.0004725658,0.0009784593,0.0002921124],"domain_scores_gemma":[0.9963553,0.000347887,0.0001791596,0.0005918256,0.001844331,0.0006816011],"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":[0.0002237961,0.00009842853,0.001014662,0.000679063,0.00002460603,0.0003630221,0.0002854198,0.0001413378,0.001285752,0.01614114,0.7975915,0.1821512],"study_design_scores_gemma":[0.00001609534,0.00002279381,0.0004080113,0.0001440449,0.000007656555,0.0001579879,0.0001315536,0.00005679635,0.0003232101,0.00194023,0.9967825,0.0000090802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0026537,0.004893855,0.006399728,0.01609185,0.01592603,0.0006337846,0.01209696,0.004656476,0.9366477],"genre_scores_gemma":[0.01542619,0.004073589,0.003465509,0.007528627,0.002210242,0.000351143,0.0116309,0.00135061,0.9539631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3333349,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185632272860627,"score_gpt":0.3678876877883392,"score_spread":0.336031365059733,"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."}}