{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001250654,0.0001607846,0.0001643835,0.0005836522,0.0004216854,0.0004057782,0.0002533667,0.0001516372,0.0008271912],"category_scores_gemma":[0.0001140735,0.0001220417,0.0001259667,0.0003992565,0.0002796575,0.000171922,0.0003349028,0.0001503562,0.0001357787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809903,"about_ca_system_score_gemma":0.0002083548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02428783,"about_ca_topic_score_gemma":0.1057012,"domain_scores_codex":[0.9998621,0.00001666311,0.000008997143,0.00005378851,0.00001678326,0.00004171472],"domain_scores_gemma":[0.999833,0.00001569666,0.00006239537,0.000008862889,0.00002004255,0.00006011278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003179513,0.0001814585,0.93477,0.00005411937,0.00004029615,0.0003928459,0.0030707,0.00005485437,0.05059674,0.00007270878,0.00007996959,0.01036836],"study_design_scores_gemma":[0.000001223085,0.00002677302,0.99897,0.000001470624,0.000003453439,0.00004703765,0.000686525,0.00002065111,0.0001384763,0.000005354905,0.00009773887,0.000001295604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997304,0.00004675673,0.000009527659,0.000003420171,4.644014e-7,0.000001457665,0.00002652396,6.291218e-7,0.0001806621],"genre_scores_gemma":[0.9996566,0.00003356508,0.00003876416,0.000005171892,4.994129e-7,0.000001892668,0.00005966136,9.026879e-7,0.0002028907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428783,"threshold_uncertainty_score":0.04829288,"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."}}