{"id":"W4237060359","doi":"10.18192/aporia.v8i1.2798","title":"","year":2016,"lang":"fr","type":"article","venue":"Aporia","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Side effect (computer science); Context (archaeology); Demand side; Affect (linguistics); Grounded theory; Great Rift; Psychology; Social psychology; Order (exchange); Epistemology; Sociology; Qualitative research; Computer science; Business; Economics; History; Communication; Social science; Microeconomics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001420944,0.0003567633,0.0005734477,0.0002792913,0.0002408447,0.00006431356,0.0004011547,0.0003094257,0.01591052],"category_scores_gemma":[0.00458264,0.0002313073,0.0006707618,0.0005433257,0.0008703424,0.0008668403,0.0002262472,0.0004357963,0.007558378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198754,"about_ca_system_score_gemma":0.0004807766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500279,"about_ca_topic_score_gemma":0.0004423959,"domain_scores_codex":[0.9951404,0.0004663448,0.0008541798,0.0006663426,0.0008343329,0.002038352],"domain_scores_gemma":[0.9958477,0.0007647351,0.0001378788,0.001030759,0.0004836788,0.001735239],"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":[0.0003235312,0.0007695831,0.02227116,0.0002631013,0.0003926102,0.0005326768,0.0003694184,5.43507e-8,0.07865814,0.04832684,0.3307343,0.5173586],"study_design_scores_gemma":[0.01045846,0.01653466,0.03585321,0.01047839,0.0003204795,0.0003493892,0.0007450518,0.0001600561,0.02521891,0.008947628,0.8904678,0.0004659637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4583907,0.06281567,0.02502995,0.3987157,0.008056022,0.001574851,0.0005045061,0.0002351695,0.04467747],"genre_scores_gemma":[0.493046,0.003840567,0.0003524405,0.0002658898,0.00426226,0.00007437218,0.00001429303,0.00004069165,0.4981035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5597335,"threshold_uncertainty_score":0.9932144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920206637309249,"score_gpt":0.3565704885017952,"score_spread":0.3273684221287028,"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."}}