{"id":"W4214845558","doi":"10.4000/books.pur.146090","title":"Selfies &amp; stars","year":2019,"lang":"fr","type":"book","venue":"Presses universitaires de Rennes eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005038168,0.0004054762,0.0003155891,0.001010498,0.007657891,0.005792701,0.0005969845,0.001372579,0.4394868],"category_scores_gemma":[0.001562213,0.0003156318,0.0002855416,0.00155267,0.001065165,0.001824102,0.002788144,0.001632088,0.1972638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00732179,"about_ca_system_score_gemma":0.01224339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.220089,"about_ca_topic_score_gemma":0.4921267,"domain_scores_codex":[0.9992046,0.00005262049,0.00001952775,0.0001182217,0.0003914346,0.0002136416],"domain_scores_gemma":[0.9985961,0.00004681986,0.00004523496,0.00009090533,0.0005589036,0.000662048],"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":[0.00003475099,0.0000193272,0.0008728316,0.00005140004,0.00000230869,0.0001006235,0.0005196671,0.00003161827,0.0001391791,0.02997751,0.906882,0.06136869],"study_design_scores_gemma":[0.000001187648,0.000002351165,0.0003690597,0.00001238047,2.9961e-7,0.00001438845,0.0001700751,0.00000589465,0.00002408682,0.0002982524,0.9991006,0.000001377356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00227698,0.001223941,0.0002055625,0.006321243,0.001321086,0.00003397922,0.001327373,0.0002334029,0.9870565],"genre_scores_gemma":[0.00376451,0.0003205274,0.0000806332,0.0004375452,0.00004201327,0.00000552564,0.0002574197,0.00006123193,0.9950305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.779911,"threshold_uncertainty_score":0.7995041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592342066699212,"score_gpt":0.2095502611114081,"score_spread":0.193626840444416,"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."}}