{"id":"W2111420066","doi":"10.21083/irss.v22i0.813","title":"In Memory of Stanford Reid","year":2008,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001348886,0.000091216,0.0003347957,0.00002898401,0.00002129365,6.112799e-7,0.0002414396,0.00002333956,0.001114678],"category_scores_gemma":[0.0006073233,0.00008707948,0.00008165582,0.00006918668,0.0002111507,0.0001088837,0.0000839716,0.00008804046,0.000005698218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051509,"about_ca_system_score_gemma":0.0000365421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005952427,"about_ca_topic_score_gemma":0.0000022051,"domain_scores_codex":[0.9989151,0.000006327803,0.0005413616,0.0001370664,0.0003196607,0.00008046913],"domain_scores_gemma":[0.9992401,0.00008852434,0.0002732209,0.0001531549,0.0002285164,0.00001645677],"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":[0.000324091,0.001927309,0.04027605,0.193795,0.002901326,0.0007081329,0.004487955,0.0000831986,0.3138117,0.004000846,0.3623373,0.07534704],"study_design_scores_gemma":[0.001100364,0.00002785647,0.0003198275,0.04929484,0.00005106021,0.00007486549,0.0007253565,0.000003803629,0.4279389,0.0007447467,0.5193678,0.0003505756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2644964,0.4466949,0.00001051878,0.0006211352,0.0006154563,0.0001044252,0.0001004601,0.00001889666,0.2873379],"genre_scores_gemma":[0.435903,0.5509855,0.0009321362,0.0004151911,0.0001356806,0.0000337528,0.00001677439,0.00001139299,0.01156665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2757712,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097549328521633,"score_gpt":0.3495635278180694,"score_spread":0.3085880345328531,"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."}}