{"id":"W1579703085","doi":"10.1002/bmb.20194","title":"Primordial soup, fool's gold, and spontaneous generation","year":2008,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Context (archaeology); Variety (cybernetics); Strengths and weaknesses; Epistemology; Raising (metalworking); Field (mathematics); Engineering ethics; Psychology; Computer science; Philosophy; Engineering; History; Artificial intelligence; Archaeology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00003100094,0.00008556363,0.00007316611,0.00001627028,0.0000971798,0.00001043779,0.00003017423,0.0000626336,0.00003327844],"category_scores_gemma":[0.000004612721,0.00008590342,0.0000228616,0.00003188017,0.00008633872,0.00002170946,0.00001788783,0.00005082585,0.000002578609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001026102,"about_ca_system_score_gemma":0.0001259471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005880064,"about_ca_topic_score_gemma":4.001234e-7,"domain_scores_codex":[0.9995748,0.00001608386,0.00009029915,0.0001935751,0.00002617232,0.00009907061],"domain_scores_gemma":[0.9997608,0.000005421246,0.00004145506,0.00009484361,0.00003192381,0.00006552741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001389129,0.0001314212,0.01510438,0.00001089994,0.00003520728,0.000004593058,0.0001105703,0.00000120431,0.9553626,0.009350798,0.003780573,0.01609383],"study_design_scores_gemma":[0.0008713798,0.0001477126,0.004016153,0.00001849282,0.00006475138,0.0008810511,0.0003632407,0.0001966744,0.9109169,0.003115104,0.07876258,0.0006459613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951866,0.0005343544,0.001552983,0.0003311487,0.000165492,0.00006283294,0.00001467386,0.00001043024,0.002141452],"genre_scores_gemma":[0.9977077,0.0000281155,0.0007017395,0.000140191,0.0005259488,0.00001636992,0.0002737959,0.000005167977,0.0006009945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07498201,"threshold_uncertainty_score":0.350304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006857034092030608,"score_gpt":0.2476654973451965,"score_spread":0.2408084632531658,"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."}}