{"id":"W3144377919","doi":"10.29173/iasl7541","title":"Be Wise - Condomise","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Public relations; Sociology; Social psychology; Medical education; Political science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003071868,0.0002364096,0.0002764571,0.0001135785,0.000256176,0.0008441419,0.001683447,0.0001092729,0.0001244835],"category_scores_gemma":[0.0004357926,0.0002414975,0.00007145487,0.0005654829,0.0001564443,0.001561384,0.001231388,0.0003490784,0.0001132302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000496218,"about_ca_system_score_gemma":0.0004512103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002574671,"about_ca_topic_score_gemma":0.000006244592,"domain_scores_codex":[0.9983538,0.00002985547,0.0003012125,0.0004246676,0.000423626,0.0004667992],"domain_scores_gemma":[0.9971495,0.00010898,0.0001160968,0.0003966698,0.002077986,0.000150735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003282239,0.0002001254,0.002426966,0.0001946158,0.0000851693,0.0001390908,0.5072904,0.000001876791,0.002172325,0.4222714,0.05127364,0.01391159],"study_design_scores_gemma":[0.004962123,0.0005476502,0.009659069,0.001001688,0.00006934327,0.001446368,0.1618103,0.01581484,0.1738972,0.1611186,0.4657964,0.003876376],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884075,0.0004030532,0.03721221,0.02551873,0.001017858,0.0003164326,0.00002534561,0.001248706,0.05018269],"genre_scores_gemma":[0.9665865,0.00005939108,0.02574908,0.003132072,0.00007467528,0.0000359772,0.000006352535,0.00001571863,0.0043402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4145228,"threshold_uncertainty_score":0.9847984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004869405286987,"score_gpt":0.2643468518078318,"score_spread":0.2242981577549619,"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."}}