{"id":"W7036794802","doi":"","title":"Coquilles et mucus : Guide de terrain des escargots et limaces pour les sciences participatives","year":2024,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Terrain; Context (archaeology); Noise (video)","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":[0.001977282,0.001269218,0.0006834213,0.002292201,0.005551107,0.009282846,0.001473012,0.004453009,0.04975957],"category_scores_gemma":[0.003675152,0.0006871429,0.0006374497,0.001881524,0.004686932,0.008928735,0.003808431,0.004581038,0.02489157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347993,"about_ca_system_score_gemma":0.006944485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041711,"about_ca_topic_score_gemma":0.04327559,"domain_scores_codex":[0.9986017,0.0005196771,0.00006994951,0.0001445504,0.0005569109,0.000107125],"domain_scores_gemma":[0.9989687,0.0004562807,0.00003472452,0.00007740027,0.0003263291,0.0001365816],"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":[0.00002588223,0.00002104411,0.0001338602,0.0002186926,0.000003084225,0.0001416771,0.006183507,0.0001728163,0.0004553705,0.3750974,0.4800353,0.1375114],"study_design_scores_gemma":[0.000002169301,0.000005111033,0.00005060744,0.0001031626,0.000001133427,0.00006287047,0.0007295489,0.00006758964,0.00008116885,0.007767785,0.9911245,0.000004360597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001709453,0.04432604,0.03927987,0.02915964,0.008111105,0.0002718842,0.0004202418,0.001296017,0.8754258],"genre_scores_gemma":[0.01169422,0.01045453,0.01566792,0.003037066,0.0005960582,0.0002549501,0.0001899473,0.0008869121,0.9572182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04975957,"threshold_uncertainty_score":0.1664624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05429936318451198,"score_gpt":0.3590496219478874,"score_spread":0.3047502587633754,"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."}}