{"id":"W6930115123","doi":"10.5281/zenodo.12279093","title":"niebla unamuno - pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skepticism; Key (lock); Boss; Ven","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":["insufficient_payload"],"category_scores_codex":[0.000658732,0.00122595,0.001058908,0.002403132,0.002363701,0.008914404,0.001905969,0.002197832,0.9406282],"category_scores_gemma":[0.003750034,0.0008734438,0.0008661625,0.002093694,0.0008428643,0.006977791,0.003482529,0.003031058,0.9134282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787301,"about_ca_system_score_gemma":0.001726019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315841,"about_ca_topic_score_gemma":0.008401183,"domain_scores_codex":[0.999323,0.00004820989,0.00002919076,0.0001039503,0.0003948194,0.0001008294],"domain_scores_gemma":[0.9977062,0.0002248562,0.00006885106,0.0003274976,0.001148105,0.0005245149],"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":[0.00005677405,0.00004571953,0.00004710025,0.000180405,0.000002475129,0.00005002753,0.00003757524,0.00003382776,0.0003870128,0.002204458,0.9436368,0.05331783],"study_design_scores_gemma":[0.000007512183,0.000009627904,0.00009612623,0.00005655752,0.000001338432,0.00004438878,0.00003250976,0.00001910633,0.0002074614,0.000413267,0.9991069,0.000005220985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002313973,0.0007667201,0.0006530618,0.0008957077,0.002103559,0.0001012641,0.003728761,0.00359121,0.9879282],"genre_scores_gemma":[0.001037225,0.0005004563,0.0003770593,0.0004494146,0.0002342835,0.00003710359,0.001753302,0.001415678,0.9941954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05937177,"threshold_uncertainty_score":0.08468664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512982728327333,"score_gpt":0.2587039432174749,"score_spread":0.2335741159342016,"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."}}