{"id":"W7112090411","doi":"","title":"CELIA","year":2025,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; General partnership; Risk management; Interpersonal communication; Face (sociological concept); Service (business); Sexual assault; Sexual abuse","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003331888,0.001031343,0.0009712402,0.002708427,0.002328718,0.009735066,0.002831918,0.003023376,0.6267333],"category_scores_gemma":[0.01372973,0.0006592963,0.0009781288,0.002479514,0.001456974,0.005098931,0.006228162,0.002896048,0.503912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003056371,"about_ca_system_score_gemma":0.006076125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884521,"about_ca_topic_score_gemma":0.00735638,"domain_scores_codex":[0.9961773,0.0007864017,0.0003430624,0.0007977462,0.00146871,0.0004267089],"domain_scores_gemma":[0.9935762,0.00114087,0.0004465318,0.001245246,0.00236733,0.00122381],"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":[0.0002366827,0.00007456636,0.0009216954,0.0007903673,0.00001648057,0.0003445108,0.000780616,0.000155104,0.0008820258,0.04104539,0.7549975,0.199755],"study_design_scores_gemma":[0.00001352494,0.0000125964,0.0002849926,0.000163245,0.000002935072,0.0001430725,0.0001241608,0.00006177078,0.0001607963,0.002275074,0.9967499,0.000008023378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001643572,0.002636946,0.01135847,0.009304152,0.004006615,0.0004454037,0.01154668,0.01257563,0.9464825],"genre_scores_gemma":[0.01605758,0.003256777,0.01642889,0.006381704,0.0008988875,0.0008498637,0.01577544,0.007518101,0.9328328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3732667,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240185766984299,"score_gpt":0.2640895411892939,"score_spread":0.2516876835194509,"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."}}