{"id":"W4405751592","doi":"10.29173/hsi449","title":"Photo Essay: Agar Plate Art","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agar; Art; Visual arts; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000629897,0.0001107923,0.000224392,0.00007993415,0.000978092,0.0005736328,0.0002319285,0.00001965065,0.009038928],"category_scores_gemma":[0.00003966829,0.0000883301,0.000058416,0.0002269542,0.000946557,0.0004982767,0.0001148717,0.00008275763,0.0009976689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430088,"about_ca_system_score_gemma":0.0006249116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002984385,"about_ca_topic_score_gemma":0.001211266,"domain_scores_codex":[0.9984096,0.00003148377,0.0003090345,0.0003748294,0.0004033972,0.0004717129],"domain_scores_gemma":[0.9991564,0.00001529679,0.0001083753,0.0002948992,0.0002299951,0.0001950405],"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":[0.00004470122,0.0004112289,0.0006734447,0.0006043779,0.00005857338,0.0002846518,0.4009787,0.00006846085,0.03077649,0.3466052,0.1955799,0.0239143],"study_design_scores_gemma":[0.0001985396,0.00007730906,0.001085885,0.0000975239,0.00001065485,0.00002779529,0.01929681,0.0002465901,0.004240378,0.001349333,0.9730635,0.000305687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229397,0.0005730593,0.00002611731,0.005918062,0.004424066,0.0001835322,0.00002584246,0.0001755547,0.0657341],"genre_scores_gemma":[0.9683872,0.0000935541,0.0003528696,0.005663804,0.001040607,0.00001499584,0.00002223841,0.00001250387,0.02441216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7774836,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280024553525306,"score_gpt":0.3373816567622663,"score_spread":0.2093792014097358,"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."}}