{"id":"W4399672239","doi":"10.18357/ijcyfs151202421968","title":"UNFILTERED","year":2024,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010654,0.0006283305,0.0004595078,0.001795797,0.00123288,0.003148901,0.001243865,0.001032359,0.2089081],"category_scores_gemma":[0.004143524,0.0003703644,0.0005232348,0.002142859,0.0006761724,0.001633622,0.001657465,0.00146493,0.09021278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017387,"about_ca_system_score_gemma":0.00162268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005523201,"about_ca_topic_score_gemma":0.006264578,"domain_scores_codex":[0.9987214,0.00012158,0.00005820258,0.0002855552,0.0006007181,0.0002124496],"domain_scores_gemma":[0.9982623,0.0001973096,0.00005695308,0.0007593582,0.0006480152,0.00007602617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00113191,0.0003642768,0.003705322,0.0005259938,0.00006101177,0.0004555784,0.00119397,0.001900444,0.04699484,0.06459425,0.1938569,0.6852155],"study_design_scores_gemma":[0.00006716073,0.0001649642,0.006653163,0.0001113291,0.00005536437,0.0003996874,0.0005930224,0.004918226,0.04731238,0.01709114,0.9225668,0.00006672431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07902336,0.001525373,0.1426368,0.002474392,0.005328639,0.001001771,0.02577592,0.01928512,0.7229486],"genre_scores_gemma":[0.1807152,0.0007287131,0.07834176,0.001025032,0.0002659529,0.0003879778,0.02438405,0.003045158,0.7111062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2089081,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715768971837957,"score_gpt":0.3270404032575406,"score_spread":0.2798827135391611,"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."}}