{"id":"W4245357815","doi":"10.31219/osf.io/54fg8","title":"Meta Volante 1a: Implementación HPL","year":2021,"lang":"es","type":"preprint","venue":"","topic":"Knowledge Societies in the 21st Century","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003183876,0.0009159624,0.001745989,0.0001263209,0.001150041,0.001058831,0.002520683,0.001024569,0.04041918],"category_scores_gemma":[0.0003151949,0.0008392971,0.002469522,0.0007131976,0.001045138,0.0003542201,0.005101043,0.001505394,0.001253468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007902482,"about_ca_system_score_gemma":0.001247449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006187482,"about_ca_topic_score_gemma":0.003419505,"domain_scores_codex":[0.9925827,0.001564462,0.001123813,0.001584314,0.001658555,0.001486098],"domain_scores_gemma":[0.995987,0.0005354105,0.0006066167,0.001720563,0.0006819307,0.0004684943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001229276,0.002428378,0.005870307,0.002458219,0.07744492,0.000243679,0.3461445,0.00004399582,0.0008952697,0.2371994,0.2710068,0.05614162],"study_design_scores_gemma":[0.0006343667,0.00007756691,0.0004291972,0.0001976833,0.008270107,0.000007123982,0.1262625,0.0000892267,0.001089681,0.006578079,0.8546376,0.001726871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02372425,0.01307609,0.0009581361,0.007258203,0.02283966,0.001836071,0.0003275058,0.0006298668,0.9293502],"genre_scores_gemma":[0.6073346,0.08778679,0.008103325,0.00241205,0.006128924,0.0004658583,0.0005469591,0.0002660232,0.2869555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6423947,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081549948242122,"score_gpt":0.3694582512678793,"score_spread":0.2879083030257573,"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."}}