{"id":"W6955230530","doi":"10.57907/mirri/mpigbs","title":"MIRRI0028491","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Key (lock)","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":[0.001328379,0.004338312,0.002475466,0.006541171,0.001807033,0.004368853,0.003542739,0.003993627,0.254535],"category_scores_gemma":[0.00844698,0.001287337,0.00203131,0.009383716,0.0008356917,0.002024497,0.003089554,0.002209956,0.3753394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752842,"about_ca_system_score_gemma":0.004608297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720007,"about_ca_topic_score_gemma":0.04467117,"domain_scores_codex":[0.9984307,0.0002122073,0.0001270827,0.0006031524,0.0003572452,0.0002695438],"domain_scores_gemma":[0.9965353,0.00103567,0.0002507895,0.0008722591,0.000792784,0.0005132532],"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":[0.00006873658,0.00002017318,0.0004294348,0.0007125103,0.00002543595,0.00001323633,0.00002541139,0.0001477316,0.0001496185,0.0002609763,0.9967541,0.001392583],"study_design_scores_gemma":[0.0005202722,0.00003963246,0.003175584,0.0003336238,0.00006822844,0.0000467782,0.00009849258,0.0003772126,0.0004212976,0.00141588,0.993454,0.00004900625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005787008,0.00006332612,0.00004258161,0.0000421135,0.00003009424,0.000009076088,0.9986019,0.0005043176,0.000648753],"genre_scores_gemma":[0.0001797512,0.00005243211,0.000263347,0.0000584628,0.000008854434,0.00005043746,0.9984391,0.0001578237,0.0007897966],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.745465,"threshold_uncertainty_score":0.8515043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005701354486574353,"score_gpt":0.18349223379104,"score_spread":0.1777908793044657,"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."}}