{"id":"W7082454870","doi":"","title":"Theory of I-Media: a Polyparadigmal Approach","year":2017,"lang":"en","type":"article","venue":"Electronic scientific archive of UrFU (Ural Federal University)","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periodization; Field (mathematics); Key (lock); Context (archaeology); Compliance (psychology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002072214,0.0001472778,0.0002214841,0.0002268208,0.0003623897,0.00005786105,0.0006570114,0.00004437634,0.00003799936],"category_scores_gemma":[0.00003846013,0.0001442203,0.0001140187,0.0001149423,0.0004023981,0.0001678197,0.00008654386,0.0001904038,0.000002576264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005633196,"about_ca_system_score_gemma":0.00007265581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002635493,"about_ca_topic_score_gemma":0.00002898357,"domain_scores_codex":[0.9989475,0.00002799154,0.0001433715,0.0002150814,0.0002449781,0.0004211013],"domain_scores_gemma":[0.9993063,0.00003534848,0.00008172309,0.0004536177,0.00004090953,0.00008205191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003325057,0.0001571784,0.003744736,0.0004353168,0.0007954067,0.00002601138,0.003428796,0.05600454,0.1633774,0.7504752,0.002572817,0.01865008],"study_design_scores_gemma":[0.01237638,0.001114789,0.3678611,0.0006654126,0.0007727307,0.0001273349,0.004464593,0.1637404,0.1959928,0.1678943,0.08052492,0.004465151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355892,0.0002775968,0.02205542,0.00002219161,0.0006282325,0.0001583505,0.00004414352,0.00008338125,0.04114147],"genre_scores_gemma":[0.9974985,0.00001922841,0.001126637,0.00000121343,0.00003114085,3.348239e-7,0.00001604602,0.00001297441,0.001293915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5825809,"threshold_uncertainty_score":0.5881132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176001694958574,"score_gpt":0.1733836927156965,"score_spread":0.1616236757661108,"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."}}