{"id":"W3113272765","doi":"10.3390/physchem1010001","title":"PhysChem: A New Physical Chemistry Journal","year":2020,"lang":"en","type":"article","venue":"Physchem","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000684148,0.0003679122,0.0004024858,0.00001014801,0.0001703889,0.00018936,0.000875352,0.000167221,0.004165306],"category_scores_gemma":[0.000412888,0.0003699408,0.0003320527,0.0002451891,0.0001027907,0.0002081069,0.0002919303,0.001455737,0.000421656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262388,"about_ca_system_score_gemma":0.0004787961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008737287,"about_ca_topic_score_gemma":2.321805e-7,"domain_scores_codex":[0.9976811,0.00001153778,0.0003090944,0.0005326047,0.0007557817,0.0007098314],"domain_scores_gemma":[0.9979082,0.00006963316,0.0001616455,0.0004815591,0.0001290672,0.001249847],"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":[0.00006381079,0.0001383269,0.0002449138,0.0003107202,0.000105666,0.00008819212,0.0008027931,0.00001372881,0.9583928,0.0000411382,0.03641812,0.003379816],"study_design_scores_gemma":[0.001057712,0.00001778844,0.00001262758,0.00003704969,0.00003329469,0.00008238041,0.0001387904,0.001603387,0.9057057,0.0007341997,0.09019724,0.0003798114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8197492,0.0003751768,0.0002912772,0.005482098,0.0000421966,0.00006453402,0.00002433521,0.0003879379,0.1735832],"genre_scores_gemma":[0.9822623,0.00002973244,0.001077401,0.0004368198,0.007945063,0.00001042872,0.00003482189,0.00008574977,0.008117751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654654,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838157240219453,"score_gpt":0.2810122885205069,"score_spread":0.2426307161183123,"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."}}