{"id":"W4252522870","doi":"10.1557/jmr.2011.235","title":"Introduction","year":2011,"lang":"en","type":"article","venue":"Journal of materials research/Pratt's guide to venture capital sources","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Engineering ethics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001849154,0.0001612537,0.0003154662,0.0003370133,0.0001239694,0.0001560076,0.000454388,0.0001083962,0.002119915],"category_scores_gemma":[0.0002690615,0.0001295185,0.00009592517,0.0002835462,0.00007512953,0.0002720692,0.00007604478,0.0002785548,0.0004096456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109338,"about_ca_system_score_gemma":0.00003882197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003312237,"about_ca_topic_score_gemma":0.000006260523,"domain_scores_codex":[0.99809,0.0001526534,0.0006580832,0.0001625156,0.0005486006,0.000388158],"domain_scores_gemma":[0.9988996,0.00006464395,0.0001233014,0.0002839919,0.0003808993,0.0002475018],"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":[0.00008353519,0.00009280039,0.00002637578,0.00006702462,0.00009805852,0.0000257979,0.001781218,0.0004168327,0.7911164,0.001161795,0.201849,0.003281232],"study_design_scores_gemma":[0.0001413729,0.0001887036,0.0009166893,0.00005044937,0.00001622865,0.0000768153,0.0007290525,0.000005236115,0.6318931,0.0006826548,0.365156,0.0001437573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942066,0.0009182413,0.0004447218,0.001365329,0.0009995797,0.0002174915,0.00002133392,0.00005583785,0.001770834],"genre_scores_gemma":[0.9935936,0.0002531508,0.00200172,0.00002828344,0.003534998,0.00002528655,0.000003252062,0.0000500052,0.0005096999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163307,"threshold_uncertainty_score":0.9987923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949584808429027,"score_gpt":0.2881885895960868,"score_spread":0.2586927415117966,"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."}}