{"id":"W4394303267","doi":"10.6084/m9.figshare.19755313","title":"Figure data for \"Self-emergence of robust solitons in a micro-cavity\"","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001551916,0.000184253,0.0002487507,0.0001806228,0.00007351203,0.00006727675,0.004040655,0.0001406494,0.1042376],"category_scores_gemma":[0.0001961972,0.0001983712,0.00007125111,0.0003325567,0.000002873265,0.000381499,0.002239465,0.0003137361,0.0001398943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003476208,"about_ca_system_score_gemma":0.0002242854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007706203,"about_ca_topic_score_gemma":0.0002894446,"domain_scores_codex":[0.998601,0.0000462776,0.0003738482,0.0004776432,0.0002553101,0.0002459387],"domain_scores_gemma":[0.9975161,0.0001165354,0.0003333394,0.001911394,0.0000769666,0.00004565961],"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":[0.000001772009,0.0000723545,0.000001583932,0.0007334005,0.00001159124,0.000005636522,0.00002792471,0.0001453811,0.000001441921,0.000004446624,0.9986367,0.0003577316],"study_design_scores_gemma":[0.0001316287,0.00003622002,0.00002453541,0.0003882223,0.000007288238,0.000003897741,0.000005013318,0.05110626,0.000006690915,0.00002195811,0.9480699,0.0001983474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001617309,0.0001345979,0.0002115554,0.00006598706,0.0002384289,0.0004229019,0.9988796,0.00002544284,0.00001986093],"genre_scores_gemma":[0.000002476811,0.00002193631,0.003514647,0.00009915259,0.00007290083,0.0001702637,0.9960833,0.00001014272,0.00002521365],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1040977,"threshold_uncertainty_score":0.8965812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08194497504796298,"score_gpt":0.3007113517983039,"score_spread":0.2187663767503409,"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."}}