{"id":"W7050344219","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Symbiosis; Gene; Abiogenesis; Diversity (politics); Biodiversity; Biological evolution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002614462,0.0008738958,0.0005932627,0.001164052,0.001394236,0.005969956,0.0006004357,0.001191531,0.169879],"category_scores_gemma":[0.0007761292,0.0002580817,0.0002791508,0.002509764,0.001455928,0.00298638,0.001709776,0.001384429,0.164679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116153,"about_ca_system_score_gemma":0.001161491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811031,"about_ca_topic_score_gemma":0.004750808,"domain_scores_codex":[0.9995801,0.000046531,0.0000183156,0.00006866638,0.0002413468,0.00004506723],"domain_scores_gemma":[0.9997333,0.00004712008,0.00001895441,0.00004605902,0.00008127757,0.00007332207],"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":[0.00002681578,0.00002952541,0.0003320441,0.0003429095,0.000005901789,0.0001178805,0.0004853494,0.0001135006,0.001402709,0.0772497,0.5335224,0.3863714],"study_design_scores_gemma":[5.264897e-7,0.00000294598,0.0001376194,0.00005448677,5.448194e-7,0.00004510887,0.00004697359,0.00001030607,0.00005403296,0.002265305,0.9973809,0.000001313854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008498125,0.02761868,0.001526675,0.002233994,0.002874544,0.00003656484,0.0006303789,0.0004574677,0.9637718],"genre_scores_gemma":[0.004418069,0.01434668,0.00158389,0.00119983,0.0005775394,0.00003168795,0.000582728,0.0001381546,0.9771215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.830121,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591801206504519,"score_gpt":0.3933448890776778,"score_spread":0.3341647684272259,"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."}}