{"id":"W4285496370","doi":"10.4000/glad.3723","title":"Constellations créatrices","year":2022,"lang":"fr","type":"paratext","venue":"GLAD!","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Constellation; Geography; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00222652,0.0009051231,0.0005526901,0.00322161,0.008134779,0.01103325,0.001494025,0.002096924,0.05444776],"category_scores_gemma":[0.004715173,0.0004086792,0.0007184726,0.0042455,0.02392464,0.01198931,0.01156506,0.00318231,0.006149433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004770484,"about_ca_system_score_gemma":0.002901067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00746997,"about_ca_topic_score_gemma":0.009356906,"domain_scores_codex":[0.99593,0.001813948,0.0001699258,0.0008623745,0.0008155653,0.0004082109],"domain_scores_gemma":[0.9979699,0.0005843064,0.0002336464,0.0006004304,0.0003088862,0.0003028353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001652415,0.000004861377,0.0003049931,0.00006522992,0.000005577642,0.000149203,0.03060805,0.0000704417,0.0002570539,0.9511876,0.006436713,0.01089372],"study_design_scores_gemma":[0.000007381264,0.00001847924,0.0006935845,0.0001907149,0.000009663336,0.0005865259,0.02090252,0.0001790486,0.0003186268,0.1034602,0.8736132,0.00002005143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02831427,0.003513821,0.04381607,0.006662606,0.001487201,0.0001437167,0.0006350761,0.0004022632,0.9150249],"genre_scores_gemma":[0.6024843,0.004021671,0.02708169,0.001662126,0.0008717931,0.0003494816,0.001165121,0.00102141,0.3613423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05444776,"threshold_uncertainty_score":0.1821459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.059806019570237,"score_gpt":0.2881132136503385,"score_spread":0.2283071940801015,"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."}}