{"id":"W2322899656","doi":"10.5281/zenodo.12599","title":"hubminer: Hub Miner","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004158376,0.003815706,0.00318498,0.004132239,0.00138974,0.003651629,0.007605967,0.002906366,0.08079036],"category_scores_gemma":[0.01392117,0.002413977,0.003642003,0.004111351,0.0008399172,0.003900108,0.004101214,0.003751965,0.09314996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009393892,"about_ca_system_score_gemma":0.002528403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734479,"about_ca_topic_score_gemma":0.006595418,"domain_scores_codex":[0.9974733,0.0005347459,0.0001962408,0.0007788167,0.0007883711,0.0002285496],"domain_scores_gemma":[0.9967293,0.001491952,0.0002192261,0.0009453257,0.0004512439,0.0001630117],"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":[0.0003659766,0.0001075217,0.001431179,0.001979398,0.0004589416,0.0002490183,0.0002251062,0.01288974,0.001952162,0.006902983,0.9063976,0.06704038],"study_design_scores_gemma":[0.0006870753,0.0001615604,0.00178314,0.000404192,0.0002816822,0.000769115,0.0002123108,0.2311663,0.02263797,0.08060577,0.6610095,0.000281378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002464632,0.001062514,0.2589228,0.0006290911,0.000371462,0.0003427123,0.09513306,0.634259,0.006814697],"genre_scores_gemma":[0.04254659,0.001659392,0.3993972,0.001679824,0.0002340145,0.002372736,0.3651546,0.1647992,0.0221564],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.08079036,"threshold_uncertainty_score":0.2702706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442697174389501,"score_gpt":0.2248614016649542,"score_spread":0.2004344299210593,"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."}}