{"id":"W7031703080","doi":"","title":"","year":2021,"lang":"fr","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Engineering and Agricultural Innovations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Identity (music)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001982785,0.0003842056,0.000302933,0.0007317254,0.006029283,0.007408268,0.0009626985,0.002575667,0.07010443],"category_scores_gemma":[0.005085764,0.0002344948,0.0004299411,0.0009996721,0.009238318,0.004694924,0.004114229,0.003091911,0.01206514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006485086,"about_ca_system_score_gemma":0.006330205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02676529,"about_ca_topic_score_gemma":0.03553027,"domain_scores_codex":[0.9970661,0.0009546407,0.00009850438,0.0006360834,0.0007643927,0.0004803285],"domain_scores_gemma":[0.9977107,0.000547749,0.0002250229,0.0003480795,0.0008415217,0.0003269826],"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":[0.00004715398,0.0000390456,0.002999091,0.0001251467,0.00001209761,0.0004342937,0.02616572,0.0001484848,0.000706468,0.8707605,0.05378205,0.04478],"study_design_scores_gemma":[0.00000807097,0.00001982922,0.003687645,0.0001375077,0.00000840524,0.0003126592,0.009954649,0.0001521485,0.000350617,0.05229803,0.9330522,0.00001826004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02227352,0.001392688,0.006795742,0.0294201,0.0009829523,0.00005847556,0.0002843617,0.0001002023,0.938692],"genre_scores_gemma":[0.4479473,0.00172452,0.004658993,0.008891931,0.0004059086,0.0001486274,0.0004203586,0.0001927608,0.5356097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9298956,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106014034104324,"score_gpt":0.367320141469142,"score_spread":0.261306107364818,"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."}}