{"id":"W3037901815","doi":"10.30970/jps.17.1702","title":"Nanoferroics: New effects, properties, possibilities","year":2013,"lang":"en","type":"article","venue":"Journal of Physical Studies","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fractal Systems (Canada)","funders":"Foundation for Research and Technology-Hellas; Wojskowa Akademia Techniczna; Tartu Ülikool; Centre National de la Recherche Scientifique","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008662833,0.0001868384,0.0005109536,0.00002899075,0.0001071063,0.00006165321,0.0002193805,0.00003678436,0.0001761642],"category_scores_gemma":[0.0003620338,0.0001012882,0.0002349155,0.00004700103,0.0001366279,0.0003308968,0.00008963223,0.0001928925,0.00008263253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008314023,"about_ca_system_score_gemma":0.00005916728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006299378,"about_ca_topic_score_gemma":0.000001935874,"domain_scores_codex":[0.9989253,0.00003085177,0.0003510276,0.0001197218,0.0003425681,0.000230498],"domain_scores_gemma":[0.9990517,0.0002433511,0.000227206,0.0001465348,0.0002188905,0.0001123134],"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":[0.00009072396,0.0003363922,0.0007392427,0.0008466725,0.0008377911,0.00001076509,0.007817374,0.00001980503,0.9017135,0.0002212653,0.01954021,0.06782625],"study_design_scores_gemma":[0.0007083939,0.0003964432,0.000540506,0.0008943569,0.0001690875,0.00001340709,0.00476716,0.00008852592,0.970875,0.01024428,0.01098303,0.0003198055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789839,0.01692723,0.000004253462,0.0008551618,0.0001491989,0.0000578476,7.865809e-7,0.00002254879,0.002999125],"genre_scores_gemma":[0.9915574,0.0003173568,0.0001201586,0.00009548834,0.001333805,0.00001023395,1.400985e-7,0.00001639492,0.006549048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0691615,"threshold_uncertainty_score":0.4130411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03825067223647514,"score_gpt":0.2592039717490708,"score_spread":0.2209532995125956,"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."}}