{"id":"W6994749332","doi":"","title":"Thomas Reid","year":2016,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000727218,0.0005461947,0.0004660053,0.001547291,0.002186097,0.002709223,0.0007405148,0.002049619,0.06993778],"category_scores_gemma":[0.002319033,0.0003171542,0.0003894223,0.001302102,0.002785423,0.004587924,0.001725556,0.003194503,0.03966266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002319463,"about_ca_system_score_gemma":0.001602798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668429,"about_ca_topic_score_gemma":0.005437504,"domain_scores_codex":[0.9990827,0.0002047516,0.00005151057,0.000234901,0.0003332013,0.00009297387],"domain_scores_gemma":[0.9994463,0.0002148241,0.00003814078,0.00007002229,0.0001539526,0.000076768],"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":[0.00001179342,0.000009096088,0.0000750023,0.000116923,0.000004092431,0.00006278486,0.0004782852,0.00008740188,0.0001228595,0.2662317,0.6577602,0.07503982],"study_design_scores_gemma":[8.999086e-7,0.000001967678,0.00003930465,0.00004977114,5.566067e-7,0.00006292838,0.00004588462,0.00001073163,0.00003648997,0.01779778,0.9819509,0.000002789312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000803994,0.1679247,0.006318579,0.0862285,0.01198787,0.00002600552,0.0005533522,0.0003997083,0.7257572],"genre_scores_gemma":[0.02264361,0.07327075,0.003315839,0.01535032,0.004768012,0.00005196836,0.0003087797,0.00029288,0.8799978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9300622,"threshold_uncertainty_score":0.2339652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151646836468487,"score_gpt":0.2335235639794962,"score_spread":0.2220070956148113,"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."}}