{"id":"W4393627548","doi":"10.5281/zenodo.10379374","title":"CityPlace Schooner Riveting Hammer","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hammer; Rivet; Aeronautics; Engineering; Computer science; Marine engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004803147,0.0002387241,0.000242326,0.0002388767,0.0008466684,0.0006391807,0.0009779272,0.0001276955,0.006476847],"category_scores_gemma":[0.0002846576,0.0002492043,0.00005004492,0.0002989503,0.00008505714,0.0001595017,0.0008322982,0.0004276737,0.0249953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302019,"about_ca_system_score_gemma":0.000001962719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001156401,"about_ca_topic_score_gemma":2.342631e-7,"domain_scores_codex":[0.9985931,0.00008215447,0.0002259655,0.0003458857,0.0003161016,0.0004368066],"domain_scores_gemma":[0.9990954,0.00001963536,0.00005291263,0.000531064,0.0001870026,0.0001139205],"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":[0.000004352226,0.00001195076,3.371608e-8,0.0002882068,0.00004120744,0.000005383945,0.0000655473,0.002393678,0.001177623,0.00002021789,0.9943753,0.001616471],"study_design_scores_gemma":[0.0001476692,0.00004212927,0.00001136206,0.00008524615,0.0000194164,0.00002772146,0.0000607071,0.0003287439,0.0001723491,0.000005456913,0.9988163,0.0002829572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003885071,0.0003199656,0.001167538,0.00008286273,0.001242932,0.0003456237,0.9770514,0.001585871,0.01781528],"genre_scores_gemma":[0.001824958,0.0007212143,0.0001598824,0.00004471951,0.0003779484,6.155177e-8,0.9948511,0.001403078,0.000617039],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01851846,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882244840380181,"score_gpt":0.2271607086034878,"score_spread":0.198338260199686,"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."}}