{"id":"W7027127838","doi":"","title":"Chapitre 2. Dans le rétroviseur d’une vie","year":2025,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224316,0.0004266432,0.0002061064,0.0008677958,0.003490463,0.002475877,0.0005920694,0.0009419731,0.01781822],"category_scores_gemma":[0.0005015755,0.0001863421,0.0002783095,0.001216682,0.002131301,0.001103148,0.0009087516,0.001824369,0.004526427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004650055,"about_ca_system_score_gemma":0.004935497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1587847,"about_ca_topic_score_gemma":0.39335,"domain_scores_codex":[0.999763,0.00005661787,0.000007114442,0.00004813145,0.00007995684,0.00004517605],"domain_scores_gemma":[0.9998098,0.00006393626,0.00001221477,0.00001388473,0.00007699053,0.00002330712],"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":[0.00006359523,0.0001018316,0.004968679,0.0008522259,0.00002309604,0.002173474,0.05590308,0.0006511481,0.004580593,0.4672537,0.301256,0.1621726],"study_design_scores_gemma":[0.000001045548,0.000007320686,0.001952171,0.000282543,0.000002684489,0.0002557851,0.002578031,0.00005162562,0.0002226273,0.003281183,0.9913608,0.000004126704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02022703,0.06224398,0.005283957,0.01956908,0.005117069,0.0001027695,0.0005989995,0.0001030167,0.8867541],"genre_scores_gemma":[0.07204115,0.02996168,0.003147213,0.004611832,0.0009685056,0.00007895735,0.0006272829,0.0001409149,0.8884225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1587847,"threshold_uncertainty_score":0.3157209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949434283714981,"score_gpt":0.213914715117126,"score_spread":0.1844203722799762,"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."}}