{"id":"W7102403328","doi":"10.14288/bcs.no226.200861","title":"Before Intermedia Society","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intermedia; Prehistory; The arts; Rock art; History of art; Product (mathematics); Cultural studies; Cultural history","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001542372,0.00004125984,0.00006440352,0.00001169769,0.004813197,0.00109026,0.000258179,0.00006045626,0.003045486],"category_scores_gemma":[0.00006391376,0.00003664702,0.00004661904,0.001073624,0.0001058265,0.0001321013,0.000140314,0.00008902552,0.00001055605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353277,"about_ca_system_score_gemma":0.0005342932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03853416,"about_ca_topic_score_gemma":0.1193664,"domain_scores_codex":[0.9995704,0.00002544795,0.00008519869,0.0001054204,0.00007658984,0.000136923],"domain_scores_gemma":[0.9997787,0.00002210318,0.00001853533,0.00006525116,0.00007309225,0.00004231625],"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":[0.00000157657,0.00001534557,0.0001651382,6.518046e-7,0.00002119751,1.835311e-7,0.003587128,4.560171e-7,0.000001039289,0.001880624,0.9889163,0.005410374],"study_design_scores_gemma":[0.0001055469,0.000007520952,0.0004239629,0.00001408519,0.000006447564,1.56238e-7,0.01150579,0.000008438503,0.00001545301,0.002644935,0.9852254,0.00004226899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003407023,0.00001487774,0.00008473579,0.0157528,0.0006834817,0.0003189166,0.000005050344,0.00003538943,0.9827641],"genre_scores_gemma":[0.005994664,0.00002392934,0.0003561659,0.0004898053,0.00007518566,0.00006940516,0.000003450313,0.000001800257,0.9929856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08083222,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232749414446925,"score_gpt":0.329024518673446,"score_spread":0.2966970245289767,"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."}}