{"id":"W4398436930","doi":"10.7910/dvn/ktwyz6/egqjcf","title":"MTR.ipynb","year":2020,"lang":"el","type":"dataset","venue":"Harvard Dataverse","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001126431,0.004932426,0.002972277,0.005779696,0.001263189,0.00512805,0.004919032,0.003833375,0.1606705],"category_scores_gemma":[0.006425365,0.0009741872,0.002311559,0.01036204,0.0007278395,0.002423709,0.003232832,0.002405132,0.2876949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634057,"about_ca_system_score_gemma":0.002405818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01663651,"about_ca_topic_score_gemma":0.02040139,"domain_scores_codex":[0.9987339,0.0001881411,0.0001169441,0.0004752555,0.0002601572,0.0002256396],"domain_scores_gemma":[0.9979912,0.0005446134,0.0002523149,0.0005690841,0.0003719763,0.0002707654],"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":[0.00009155811,0.00001781031,0.0003314515,0.001289832,0.00004271664,0.00001615431,0.00001409583,0.0003078591,0.0000966507,0.0004564181,0.9954733,0.001862119],"study_design_scores_gemma":[0.0003934808,0.0000395518,0.001459552,0.0005122432,0.00005910036,0.00003704742,0.00004763993,0.0006374454,0.0004013695,0.002096556,0.9942813,0.00003470741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005973324,0.0001687506,0.0000462031,0.00005616172,0.00002639829,0.000005546151,0.9980186,0.0009076088,0.0007110368],"genre_scores_gemma":[0.0003242486,0.0001504968,0.0001716919,0.00006354939,0.00001185718,0.00004350392,0.9984871,0.0001754118,0.0005721707],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8393295,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256206293605642,"score_gpt":0.2397137497762205,"score_spread":0.2171516868401641,"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."}}