{"id":"W4378449604","doi":"10.16995/dscn.9512","title":"Title Pending 9512","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Construct (python library); Field (mathematics); Citation; Bridge (graph theory); Style (visual arts); Class (philosophy); History; Computer science; Data science; Library science; Archaeology; Artificial intelligence; Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001253485,0.000986792,0.001171424,0.002484268,0.002545328,0.009139872,0.001646616,0.002931233,0.9598542],"category_scores_gemma":[0.006859382,0.000676059,0.000768858,0.002932349,0.0006849709,0.003631701,0.002826151,0.002067719,0.9446495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143725,"about_ca_system_score_gemma":0.002605966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133685,"about_ca_topic_score_gemma":0.006876417,"domain_scores_codex":[0.9988953,0.00009326491,0.00009089199,0.0002495189,0.0005424782,0.0001285315],"domain_scores_gemma":[0.9953046,0.000589747,0.0001523615,0.0006189656,0.002430506,0.0009038536],"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":[0.00003661458,0.00003569236,0.0001424142,0.0001694441,0.000003584103,0.00004154229,0.00002602552,0.00001733019,0.0003354645,0.002230293,0.9393969,0.05756462],"study_design_scores_gemma":[0.000009567029,0.00001308831,0.0002897097,0.00007817893,0.000001621401,0.00002495206,0.00002434301,0.00001609151,0.00007006004,0.0002212307,0.9992472,0.000004081757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000248217,0.0003596544,0.000407151,0.001358627,0.004359526,0.0002089713,0.006600685,0.0009936399,0.9854635],"genre_scores_gemma":[0.0005704577,0.0002481073,0.0001644445,0.0004451393,0.0004037367,0.00004673167,0.002666969,0.0004563448,0.9949981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04014581,"threshold_uncertainty_score":0.05726314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09525528141846318,"score_gpt":0.3870010674654434,"score_spread":0.2917457860469803,"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."}}