{"id":"W2011393460","doi":"10.1016/j.shpsc.2010.07.011","title":"The redoubtable cell","year":2010,"lang":"en","type":"article","venue":"Studies in History and Philosophy of Science Part C Studies in History and Philosophy of Biological and Biomedical Sciences","topic":"Phagocytosis and Immune Regulation","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Chemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002844059,0.0002203371,0.0005962885,0.0002500751,0.000851916,0.000004091977,0.0004138795,0.0001713209,0.00002898749],"category_scores_gemma":[0.0006148449,0.0001242392,0.00005523674,0.0004018818,0.09976387,0.0001901648,0.0004349054,0.000344922,0.00000123048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125916,"about_ca_system_score_gemma":0.0001042805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000280514,"about_ca_topic_score_gemma":0.00001502518,"domain_scores_codex":[0.9980342,0.0001642584,0.0006383241,0.0005917985,0.0001750208,0.0003963743],"domain_scores_gemma":[0.9985461,0.0008336388,0.0002888282,0.0001678283,0.0001065349,0.00005710664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001074553,0.001581604,0.06142167,0.001170907,0.000284712,0.00002130687,0.03762212,0.000002584878,0.5687715,0.2946175,0.006262302,0.02716924],"study_design_scores_gemma":[0.003550227,0.005994828,0.03266872,0.001075964,0.00008968268,0.00009471712,0.009380742,0.00003118709,0.009078601,0.4743291,0.4624304,0.001275797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7141166,0.2764136,3.060826e-7,0.001300102,0.002741997,0.0001573693,0.000006798503,0.00000735481,0.005255881],"genre_scores_gemma":[0.9729884,0.02664855,0.00007178644,0.00009393291,0.00008888848,0.00002057713,0.000001300344,0.000002234859,0.00008436025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5596929,"threshold_uncertainty_score":0.9026861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283172052182776,"score_gpt":0.3141993622857353,"score_spread":0.1858821570674576,"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."}}