{"id":"W4283719751","doi":"10.14203/reinwardtia.v21i1.4265","title":"LIGHT PREFERENCES IN TWO LANDSCAPE MANAGEMENTS AND ONTOGENIC LIGHT REQUIREMENTS OF TERRESTRIAL FERNS IN KEBUN RAYA BATURRADEN, CENTRAL JAVA","year":2022,"lang":"en","type":"article","venue":"REINWARDTIA","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"University of Oxford","keywords":"Fern; Biology; Canopy; Nature reserve; Ecology; Range (aeronautics); Java; Botany; Geography","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":[0.0002633699,0.0001439286,0.0002655086,0.00004676461,0.00008596638,0.00002162756,0.0003098683,0.00005493359,0.000548035],"category_scores_gemma":[0.00002086358,0.00006763488,0.00005861515,0.0003059875,0.00002257107,0.00008223098,0.0002715033,0.0001709032,0.000005515973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000493332,"about_ca_system_score_gemma":0.00001130393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059512,"about_ca_topic_score_gemma":0.005503828,"domain_scores_codex":[0.9984817,0.0002147728,0.0003430372,0.0003537236,0.0002151982,0.0003915909],"domain_scores_gemma":[0.9997063,0.00004058052,0.0001085611,0.00006887015,0.000007503873,0.00006821626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004613722,0.0002737935,0.8862603,0.00001792456,0.00004014161,0.00003855209,0.0004616187,0.00001992802,0.0860717,0.0002068865,0.001167912,0.02497984],"study_design_scores_gemma":[0.0013955,0.0004400857,0.9744633,0.00003470475,0.00001385111,0.000005344015,0.0005780027,0.00009390229,0.001379158,0.0007217054,0.02064615,0.0002282471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951454,0.0006473217,2.065964e-7,0.0009099632,0.0003862553,0.0002707034,0.0000259721,0.00001734554,0.00259677],"genre_scores_gemma":[0.9992723,0.0001934871,0.00001120619,0.0000806976,0.0001306101,0.00002664173,0.00005616723,0.00000125382,0.0002275936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08820301,"threshold_uncertainty_score":0.6000599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770931089982842,"score_gpt":0.2515279556100688,"score_spread":0.2238186447102404,"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."}}