{"id":"W4411278859","doi":"10.12685/bmcct.2025.008","title":"Concretion.","year":2025,"lang":"en","type":"article","venue":"Basel Media Culture and Cultural Techniques Working Papers","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge; University of Oxford; York University","keywords":"Concretion; Geology; Geochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345551,0.0002218599,0.0002170624,0.00007509475,0.0001771037,0.0002881094,0.0004915153,0.0001562922,0.000008041561],"category_scores_gemma":[0.0001113041,0.0001526123,0.0000846412,0.0005150054,0.000130896,0.000308352,0.0001637174,0.0002278634,0.000007191773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830176,"about_ca_system_score_gemma":0.00002928449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003707336,"about_ca_topic_score_gemma":0.000002991381,"domain_scores_codex":[0.9988602,0.00004251784,0.000223367,0.0004068052,0.0002077883,0.0002592938],"domain_scores_gemma":[0.9993785,0.00009103206,0.00006235555,0.0002807151,0.0000634376,0.0001239857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009924252,0.0000246427,0.0006912027,0.00003223545,0.00003389203,0.00002235229,0.001918883,8.977111e-8,0.01029036,0.7018311,0.0148399,0.2703054],"study_design_scores_gemma":[0.0002614153,0.00007301971,0.0004465653,0.0004426556,0.00002799384,0.00002977133,0.0003809977,0.00005712836,0.0185395,0.02618716,0.9531219,0.0004318719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0020417,0.003364646,0.005410709,0.006859681,0.001223157,0.0005334573,0.000005756698,0.001650975,0.9789099],"genre_scores_gemma":[0.9537845,0.0007251799,0.0370282,0.005128105,0.0002927667,0.0001063397,0.00003135072,0.000009932985,0.002893634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9760163,"threshold_uncertainty_score":0.6223348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293408067484755,"score_gpt":0.2435120008533417,"score_spread":0.2305779201784941,"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."}}