{"id":"W4285266814","doi":"10.4000/hommesmigrations.13823","title":"Katrina Kalda, La mélancolie du monde sauvage","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Geography; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005304954,0.0002017618,0.000276508,0.00008166578,0.004254582,0.0001322525,0.0003677389,0.0001112664,0.00359796],"category_scores_gemma":[0.0001605795,0.0002404938,0.0002467319,0.0009703194,0.000699243,0.0002223557,0.0002381062,0.0004190222,0.0002311976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007888481,"about_ca_system_score_gemma":0.0003412227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0190388,"about_ca_topic_score_gemma":0.02272672,"domain_scores_codex":[0.9976301,0.0007125465,0.000295902,0.0003043386,0.0005376755,0.0005194427],"domain_scores_gemma":[0.999011,0.0004225858,0.0001337474,0.0002030712,0.00007360823,0.0001559179],"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":[0.000002954951,0.0002457538,0.001637395,0.000007574842,0.00005600851,0.0000238331,0.03529771,0.00007080265,0.000006648457,0.2547449,0.6983011,0.009605316],"study_design_scores_gemma":[0.0002400901,0.00008005882,0.004470193,0.000008544057,0.00007616679,0.000004162458,0.04279025,0.00009391658,0.000002984632,0.01050849,0.941475,0.0002501529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03165349,0.5201138,0.0002141274,0.06284349,0.005722933,0.0006113698,0.000532665,0.000215288,0.3780929],"genre_scores_gemma":[0.7509335,0.004828127,0.0001935615,0.0009221155,0.001460481,0.0002306715,0.00003810406,0.0000215787,0.2413719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.71928,"threshold_uncertainty_score":0.9973129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599062699188744,"score_gpt":0.2581093300896486,"score_spread":0.2321187030977612,"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."}}